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Li X, Zhang H, Luo Y, Zhu J, Wang D, Xu L. Amiodarone use and prolonged mechanical ventilation after cardiac surgery: a single-center analysis. BMC Cardiovasc Disord 2025; 25:129. [PMID: 39994534 PMCID: PMC11853816 DOI: 10.1186/s12872-025-04576-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2024] [Accepted: 02/14/2025] [Indexed: 02/26/2025] Open
Abstract
BACKGROUND Prolonged mechanical ventilation (PMV) after cardiac surgery increases the risk of complications such as pulmonary atelectasis and ventilator-associated pneumonia. This study aims to investigate the risk factors associated with delayed extubation, including the impact of cardiovascular medication. METHOD This retrospective, single-center study analyzed 1,976 patients who underwent open heart surgery at Nanjing Drum Tower Hospital from October 2020 to January 2023. Patients were categorized into early extubation (n = 1071) and delayed extubation (n = 905) groups. Multivariate logistic regression was employed to identify risk factors for delayed extubation. Amiodarone were indicated to be associated with delayed extubation. To further address bias, we derived a propensity score predicting the function of Amiodarone on delayed extubation, and matched 228 cases to 684 controls with similar risk profiles. RESULTS Multivariate analysis confirmed that hypertension, stroke, amiodarone use, age, LVEF, CPB time, and DHCA were significant predictors of delayed extubation. Postoperative use of amiodarone was significantly associated with delayed extubation (OR:1.753, 95%CI: 1.287-2.395, P < 0.001). PSM analysis further confirmed that patients receiving amiodarone had longer ventilation times, prolonged hospital stays, and higher in-hospital mortality. CONCLUSION Postoperative use of amiodarone is a significant predictor of delayed extubation, warranting careful consideration in clinical practice. Further research is needed to clarify the causal relationship between amiodarone use and extubation outcomes.
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Affiliation(s)
- Xin Li
- Department of Cardiac Surgery, Nanjing Drum Tower Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Graduate School of Peking Union Medical College, Beijing, China
| | - Haitao Zhang
- Department of Cardiac Surgery, Nanjing Drum Tower Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Graduate School of Peking Union Medical College, Beijing, China
| | - Yuanxi Luo
- Department of Cardiac Surgery, Nanjing Drum Tower Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Graduate School of Peking Union Medical College, Beijing, China
| | - Jiqing Zhu
- Department of Anesthesia, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China.
| | - Dongjin Wang
- Department of Cardiac Surgery, Nanjing Drum Tower Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Graduate School of Peking Union Medical College, Beijing, China.
| | - Li Xu
- Clinical Trial Institution, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Number 321 Zhongshan Road, Nanjing, 210008, China.
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Kumalasari RI, Kosasih CE, Priambodo AP. Risk Factors of Prolonged Mechanical Ventilation in Post Coronary Artery Bypass Graft Patients: A Scoping Review. J Multidiscip Healthc 2025; 18:903-915. [PMID: 39990641 PMCID: PMC11844213 DOI: 10.2147/jmdh.s483973] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2024] [Accepted: 02/05/2025] [Indexed: 02/25/2025] Open
Abstract
Prolonged mechanical ventilation (PMV) following CABG surgery is associated with increased patient morbidity and mortality. A consensus has yet to be reached regarding the time limit for PMV. Various studies have identified factors that influence PMV in patients following CABG surgery, but a review has yet to synthesize the results systematically. This review aimed to identify the definition and factors associated with PMV in patients following isolated CABG surgery. This scoping review used the framework developed by Arksey and O'Malley (2005). Primary sources of information were searched through 5 databases: PubMed, Scopus, Oxford Academy, Sage, and CINAHL and two search engines: Science Direct and Google Scholar, accessed on October 25, 2023. Eight articles with a total of 12,178 participants were included in this review. The PMV time limits used in the studies varied from >12 hours to >48 hours. The factors affecting PMV were grouped into preoperative, intraoperative and postoperative, with factors that have a high influence, including NYHA class, acute kidney injury and mediastinitis. Differences in the number of factors examined, criteria, characteristics, and time limits of the PMV used to make the study's results vary. Establishing guidelines regarding PMV time limits is essential according to current conditions.
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Affiliation(s)
- Regina Indah Kumalasari
- Master Study Program, Faculty of Nursing, Universitas Padjadjaran, Sumedang, West Java, Indonesia
| | - Cecep Eli Kosasih
- Department of Critical Care and Emergency Nursing, Faculty of Nursing, Universitas Padjadjaran, Sumedang, West Java, Indonesia
| | - Ayu Prawesti Priambodo
- Department of Critical Care and Emergency Nursing, Faculty of Nursing, Universitas Padjadjaran, Sumedang, West Java, Indonesia
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Lin Z, Xu Z, Chen L, Dai X. Development and validation of prediction model for prolonged mechanical ventilation after total thoracoscopic valve replacement: a retrospective cohort study. Sci Rep 2024; 14:25703. [PMID: 39465296 PMCID: PMC11514236 DOI: 10.1038/s41598-024-76420-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2024] [Accepted: 10/14/2024] [Indexed: 10/29/2024] Open
Abstract
Total thoracoscopic valve replacement (TTVR) is a minimally invasive alternative to traditional open-heart surgery. However, some patients undergoing TTVR experience prolonged mechanical ventilation (PMV). Predicting PMV risk is crucial for optimizing perioperative management and improving outcomes. We conducted a retrospective cohort study of 2,319 adult patients who underwent TTVR at a tertiary care center between January 2017 and May 2024. PMV was defined as mechanical ventilation exceeding 72 h post-surgery. A Fine-Gray competing risks regression model was developed and validated to identify predictors of PMV. Significant predictors of PMV included cardiopulmonary bypass time, ejection fraction, New York Heart Association grading, serum albumin, atelectasis, pulmonary infection, pulmonary edema, age, need for postoperative dialysis, hemoglobin levels, and PaO2/FiO2. The model demonstrated good discriminative ability, with areas under the receiver operating characteristic curves of 0.747 in the training set and 0.833 in the validation set. Calibration curves showed strong agreement between predicted and observed PMV probabilities. Decision curve analysis indicated clinical utility across a range of threshold probabilities. Our predictive model for PMV following TTVR demonstrates strong performance and clinical utility. It helps identify high-risk patients and tailor perioperative management to reduce PMV risk and improve outcomes. Further validation in diverse settings is recommended.
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Affiliation(s)
- Zhiqin Lin
- Department of Cardiovascular Surgery, Fujian Provincial Center for Cardiovascular Medicine, Union Hospital, Fujian Medical University, Yuanjiang Road 1#, Fuzhou, 350001, People's Republic of China.
- Key Laboratory of Cardio-Thoracic Surgery, Fujian Medical University, Fujian Province University, Fuzhou, 350001, People's Republic of China.
| | - Zheng Xu
- Department of Cardiovascular Surgery, Fujian Provincial Center for Cardiovascular Medicine, Union Hospital, Fujian Medical University, Yuanjiang Road 1#, Fuzhou, 350001, People's Republic of China
- Key Laboratory of Cardio-Thoracic Surgery, Fujian Medical University, Fujian Province University, Fuzhou, 350001, People's Republic of China
| | - Liangwan Chen
- Department of Cardiovascular Surgery, Fujian Provincial Center for Cardiovascular Medicine, Union Hospital, Fujian Medical University, Yuanjiang Road 1#, Fuzhou, 350001, People's Republic of China
- Key Laboratory of Cardio-Thoracic Surgery, Fujian Medical University, Fujian Province University, Fuzhou, 350001, People's Republic of China
| | - Xiaofu Dai
- Department of Cardiovascular Surgery, Fujian Provincial Center for Cardiovascular Medicine, Union Hospital, Fujian Medical University, Yuanjiang Road 1#, Fuzhou, 350001, People's Republic of China.
- Key Laboratory of Cardio-Thoracic Surgery, Fujian Medical University, Fujian Province University, Fuzhou, 350001, People's Republic of China.
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Tang S, Qu Y, Jiang H, Cai H, Zhang R, Hong J, Zheng Z, Yang X, Liu J. Minimally invasive technique facilitates early extubation after cardiac surgery: a single-center retrospective study. BMC Anesthesiol 2024; 24:318. [PMID: 39244531 PMCID: PMC11380348 DOI: 10.1186/s12871-024-02710-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2024] [Accepted: 08/29/2024] [Indexed: 09/09/2024] Open
Abstract
BACKGROUND Postoperative time to extubation plays a role in prognosis after heart valve surgery; however, its exact impact has not been clarified. This study compared the postoperative outcomes of minimally invasive surgery and conventional sternotomy, focusing on early extubation and factors influencing prolonged mechanical ventilation. METHODS Data from 744 patients who underwent heart valve surgery at the Zhejiang Provincial People's Hospital between August 2019 and June 2022 were retrospectively analyzed. The outcomes in patients who underwent conventional median sternotomy (MS) and minimally invasive (MI) video-assisted thoracoscopic surgery were compared using inverse probability of treatment weighting (IPTW) and Kaplan-Meier curves. Clinical data, including surgical data, postoperative cardiac function, postoperative complications, and intensive care monitoring data, were analyzed. RESULTS After propensity score matching and IPTW, 196 cases of conventional MS were compared with 196 cases of MI video-assisted thoracoscopic surgery. Compared to patients in the conventional MS group, those in the MI video-assisted thoracoscopic surgery group in the matched cohort had a higher early postoperative extubation rate (P < 0.01), reduced incidence of postoperative pleural effusion (P < 0.05), significantly shorter length of stay in the intensive care unit (P < 0.01), shorter overall length of hospital stay (P < 0.01), and lower total cost of hospitalization (P < 0.01). CONCLUSIONS Successful early tracheal extubation is important for the intensive care management of patients after heart valve surgery. The advantages of MI video-assisted thoracoscopic surgery over conventional MS include significant reductions in the duration of use of mechanical ventilation support, reduced length of intensive care unit stay, reduced total length of hospitalization, and a favorable patient recovery rate.
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Affiliation(s)
- Siyu Tang
- Emergency and Critical Care Center, Intensive Care Unit, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, 310014, Zhejiang, China
- The Second School of Clinical Medicine, Zhejiang Chinese Medical University Hangzhou, Hangzhou, 310053, Zhejiang, China
| | - Yan Qu
- The Second School of Clinical Medicine, Zhejiang Chinese Medical University Hangzhou, Hangzhou, 310053, Zhejiang, China
| | - Huan Jiang
- The Second School of Clinical Medicine, Zhejiang Chinese Medical University Hangzhou, Hangzhou, 310053, Zhejiang, China
| | - Hanhui Cai
- Emergency and Critical Care Center, Intensive Care Unit, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, 310014, Zhejiang, China
| | - Run Zhang
- Emergency and Critical Care Center, Intensive Care Unit, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, 310014, Zhejiang, China
| | - Jun Hong
- Emergency and Critical Care Center, Intensive Care Unit, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, 310014, Zhejiang, China
| | - Zihao Zheng
- Emergency and Critical Care Center, Intensive Care Unit, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, 310014, Zhejiang, China
| | - Xianghong Yang
- Emergency and Critical Care Center, Intensive Care Unit, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, 310014, Zhejiang, China.
| | - Jingquan Liu
- Emergency and Critical Care Center, Intensive Care Unit, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, 310014, Zhejiang, China.
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Hinton JV, Xing Z, Fletcher C, Perry LA, Karamesinis A, Shi J, Penny-Dimri JC, Ramson D, Coulson TG, Segal R, Smith JA, Williams-Spence J, Weinberg L, Bellomo R. Association of perioperative transfusion of fresh frozen plasma and outcomes after cardiac surgery. Acta Anaesthesiol Scand 2024; 68:753-763. [PMID: 38467589 DOI: 10.1111/aas.14406] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Revised: 02/15/2024] [Accepted: 02/24/2024] [Indexed: 03/13/2024]
Abstract
BACKGROUND Fresh frozen plasma (FFP) transfusion is used to manage coagulopathy and bleeding in cardiac surgery patients despite uncertainty about its safety and effectiveness. METHODS We performed a propensity score matched analysis of the Australian and New Zealand Society of Cardiac and Thoracic Surgeons National Cardiac Surgery Database including patients from 39 centres from 2005 to 2018. We investigated the association of perioperative FFP transfusion with mortality and other clinical outcomes. RESULTS Of 119,138 eligible patients, we successfully matched 13,131 FFP recipients with 13,131 controls. FFP transfusion was associated with 30-day mortality (odds ratio (OR), 1.41; 99% CI, 1.17-1.71; p < .0001), but not with long-term mortality (hazard ratio (HR), 0.92; 99% CI, 0.85-1.00; p = .007, Holm-Bonferroni α = 0.0004). FFP was also associated with return to theatre for bleeding (OR, 1.97; 99% CI, 1.66-2.34; p < .0001), prolonged intubation (OR, 1.15; 99% CI, 1.05-1.26; p < .0001) and increased chest tube drainage (Mean difference (MD) in mL, 131; 99% CI, 120-141; p < .0001). It was also associated with reduced postoperative creatinine levels (MD in g/L, -6.33; 99% CI, -10.28 to -2.38; p < .0001). CONCLUSION In a multicentre, propensity score matched analysis, perioperative FFP transfusion was associated with increased 30-day mortality and had variable associations with secondary clinical outcomes.
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Affiliation(s)
- Jake V Hinton
- Department of Anaesthesia, Austin Health, Heidelberg, Victoria, Australia
| | - Zhongyue Xing
- Department of Anaesthesia and Pain Management, Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Calvin Fletcher
- Department of Anaesthesiology and Perioperative Medicine, The Alfred Hospital, Melbourne, Victoria, Australia
| | - Luke A Perry
- Department of Anaesthesia and Pain Management, Royal Melbourne Hospital, Parkville, Victoria, Australia
- Department of Critical Care, University of Melbourne, Parkville, Victoria, Australia
| | - Alexandra Karamesinis
- Department of Anaesthesia and Pain Management, Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Jenny Shi
- Department of Anaesthesia and Pain Management, Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Jahan C Penny-Dimri
- Department of Surgery, School of Clinical Sciences at Monash Health, Monash University, Clayton, Victoria, Australia
| | - Dhruvesh Ramson
- Department of Surgery, School of Clinical Sciences at Monash Health, Monash University, Clayton, Victoria, Australia
| | - Tim G Coulson
- Department of Anaesthesiology and Perioperative Medicine, The Alfred Hospital, Melbourne, Victoria, Australia
- Department of Critical Care, University of Melbourne, Parkville, Victoria, Australia
| | - Reny Segal
- Department of Anaesthesia and Pain Management, Royal Melbourne Hospital, Parkville, Victoria, Australia
- Department of Critical Care, University of Melbourne, Parkville, Victoria, Australia
| | - Julian A Smith
- Department of Cardiothoracic Surgery, Monash Health, Clayton, Victoria, Australia
| | - Jenni Williams-Spence
- Department of Epidemiology and Preventive Medicine, Monash University, Clayton, Victoria, Australia
| | - Laurence Weinberg
- Department of Anaesthesia, Austin Health, Heidelberg, Victoria, Australia
- Department of Critical Care, University of Melbourne, Parkville, Victoria, Australia
| | - Rinaldo Bellomo
- Department of Critical Care, University of Melbourne, Parkville, Victoria, Australia
- Australian and New Zealand Intensive Care Research Centre, Monash University, Clayton, Victoria, Australia
- Department of Intensive Care, Royal Melbourne Hospital, Melbourne, Victoria, Australia
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Xie RC, Wang YT, Lin XF, Lin XM, Hong XY, Zheng HJ, Zhang LF, Huang T, Ma JF. Development and validation of a clinical prediction model for early ventilator weaning in post-cardiac surgery. Heliyon 2024; 10:e28141. [PMID: 38560197 PMCID: PMC10979061 DOI: 10.1016/j.heliyon.2024.e28141] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Revised: 02/26/2024] [Accepted: 03/12/2024] [Indexed: 04/04/2024] Open
Abstract
Background Weaning patients from mechanical ventilation is a critical clinical challenge post cardiac surgery. The effective liberation of patients from the ventilator significantly improves their recovery and survival rates. This study aimed to develop and validate a clinical prediction model to evaluate the likelihood of successful extubation in post-cardiac surgery patients. Method A predictive nomogram was constructed for extubation success in individual patients, and receiver operating characteristic (ROC) and calibration curves were generated to assess its predictive capability. The superior performance of the model was confirmed using Delong's test in the ROC analysis. A decision curve analysis (DCA) was conducted to evaluate the clinical utility of the nomogram. Results Among 270 adults included in our study, 107 (28.84%) experienced delayed extubation. A predictive nomogram system was derived based on five identified risk factors, including the proportion of male patients, EuroSCORE II, operation time, pump time, bleeding during operation, and brain natriuretic peptide (BNP) level. Based on the predictive system, five independent predictors were used to construct a full nomogram. The area under the curve values of the nomogram were 0.880 and 0.753 for the training and validation cohorts, respectively. The DCA and clinical impact curves showed good clinical utility of this model. Conclusion Delayed extubation and weaning failure, common and potentially hazardous complications following cardiac surgery, vary in timing based on factors such as sex, EuroSCORE II, pump duration, bleeding, and postoperative BNP reduction. The nomogram developed and validated in this study can accurately predict when extubation should occur in these patients. This tool is vital for assessing risks on an individual basis and making well-informed clinical decisions.
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Affiliation(s)
- Rong-Cheng Xie
- Department of Critical Care Medicine, Zhongshan Hospital (Xiamen), Fudan University, Xiamen 361015, Fujian province, PR China
| | - Yu-Ting Wang
- Department of Critical Care Medicine, Zhongshan Hospital (Xiamen), Fudan University, Xiamen 361015, Fujian province, PR China
| | - Xue-Feng Lin
- Department of Critical Care Medicine, Zhongshan Hospital (Xiamen), Fudan University, Xiamen 361015, Fujian province, PR China
| | - Xiao-Ming Lin
- Department of Critical Care Medicine, Zhongshan Hospital (Xiamen), Fudan University, Xiamen 361015, Fujian province, PR China
| | - Xiang-Yu Hong
- Department of Critical Care Medicine, Zhongshan Hospital (Xiamen), Fudan University, Xiamen 361015, Fujian province, PR China
| | - Hong-Jun Zheng
- Department of Critical Care Medicine, Zhongshan Hospital (Xiamen), Fudan University, Xiamen 361015, Fujian province, PR China
| | - Lian-Fang Zhang
- Department of Critical Care Medicine, Zhongshan Hospital (Xiamen), Fudan University, Xiamen 361015, Fujian province, PR China
| | - Ting Huang
- Department of Critical Care Medicine, Zhongshan Hospital (Xiamen), Fudan University, Xiamen 361015, Fujian province, PR China
| | - Jie-Fei Ma
- Department of Critical Care Medicine, Zhongshan Hospital (Xiamen), Fudan University, Xiamen 361015, Fujian province, PR China
- Department of Critical Care Medicine, Zhongshan Hospital, Fudan University, Shanghai 310000, PR China
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O'Brien Z, Bellomo R, Williams-Spence J, Reid CM, Coulson T. Development and Validation of Scores to Predict Prolonged Mechanical Ventilation after Cardiac Surgery. J Cardiothorac Vasc Anesth 2024; 38:430-436. [PMID: 38052694 DOI: 10.1053/j.jvca.2023.10.038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Revised: 10/24/2023] [Accepted: 10/30/2023] [Indexed: 12/07/2023]
Abstract
OBJECTIVES To optimize the early prediction of prolonged postoperative mechanical ventilation after cardiac surgery (>24 hours postoperatively). DESIGN The authors performed a retrospective analysis. SETTING The Australian and New Zealand Society of Cardiac and Thoracic Surgeons (ANZSCTS) database was utilized. PARTICIPANTS All patients included in the ANZSCTS database between January 2015 and December 2018 were analyzed. INTERVENTIONS No interventions were performed in this observational study. MEASUREMENTS AND MAIN RESULTS A previously developed model was modified to allow retrospective risk calculation and model assessment (Modified Hessels score). The database was split into development and validation sets. A new risk model was developed using forward and backward stepwise elimination (ANZ-PreVent score). The authors assessed 48,382 patients, of whom 5004 (10.3%) were ventilated mechanically for >24 hours post-operatively. The Modified Hessels score demonstrated good performance in this database, with a c-index of 0.78 (95% CI 0.77-0.78) and a Brier score of 0.08. The newly developed ANZ-PreVent score demonstrated better performance (validation cohort, n = 12,229), with a c-index of 0.84 (95% CI 0.83-0.85) (p < 0.0001) and a Brier score of 0.07. Both scores performed better than the severity of illness scores commonly used to predict outcomes in intensive care. CONCLUSIONS The authors validated a modified version of an existing prediction score and developed the ANZ-PreVent score, with improved performance for identifying patients at risk of ventilation for >24 hours. The improved score can be used to identify high-risk patients for targeted interventions in future randomized controlled trials.
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Affiliation(s)
- Zachary O'Brien
- Australian and New Zealand Intensive Care Research Centre, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia; Department of Critical Care, University of Melbourne, Melbourne, Victoria, Australia; Department of Intensive Care, Austin Hospital, Heidelberg, Melbourne, Victoria, Australia.
| | - Rinaldo Bellomo
- Australian and New Zealand Intensive Care Research Centre, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia; Department of Critical Care, University of Melbourne, Melbourne, Victoria, Australia; Department of Intensive Care, Austin Hospital, Heidelberg, Melbourne, Victoria, Australia; Data Analytics, Research, and Evaluation Centre, Austin Hospital, University of Melbourne, Melbourne, Victoria, Australia
| | - Jenni Williams-Spence
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Christopher M Reid
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Victoria, Australia; School of Public Health, Curtin University, Perth, Australia
| | - Tim Coulson
- Australian and New Zealand Intensive Care Research Centre, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia; Department of Critical Care, University of Melbourne, Melbourne, Victoria, Australia; Department of Anaesthesia, The Alfred Hospital, Melbourne, Victoria, Australia
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8
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Tong C, Miao Q, Zheng J, Wu J. A novel nomogram for predicting the decision to delayed extubation after thoracoscopic lung cancer surgery. Ann Med 2023; 55:800-807. [PMID: 36869647 PMCID: PMC9987746 DOI: 10.1080/07853890.2022.2160490] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/05/2023] Open
Abstract
OBJECTIVE Delayed extubation was commonly associated with increased adverse outcomes. This study aimed to explore the incidence and predictors and to construct a nomogram for delayed extubation after thoracoscopic lung cancer surgery. METHODS We reviewed medical records of 8716 consecutive patients undergoing this surgical treatment from January 2016 to December 2017. Using potential predictors to develop a nomogram and using a bootstrap-resampling approach to conduct internal validation. For external validation, we additionally pooled 3676 consecutive patients who underwent this procedure between January 2018 and June 2018. Extubation performed outside the operating room was defined as delayed extubation. RESULTS The rate of delayed extubation was 1.60%. Multivariate analysis identified age, BMI, FEV1/FVC, lymph nodes calcification, thoracic paravertebral blockade (TPVB) usage, intraoperative transfusion, operative time and operation later than 6 p.m. as independent predictors for delayed extubation. Using these eight candidates to develop a nomogram, with a concordance statistic (C-statistic) value of 0.798 and good calibration. After internal validation, similarly good calibration and discrimination (C-statistic, 0.789; 95%CI, 0.748 to 0.830) were observed. The decision curve analysis (DCA) indicated the positive net benefit with the threshold risk range of 0 to 30%. Goodness-of-fit test and discrimination in the external validation were 0.113 and 0.785, respectively. CONCLUSION The proposed nomogram can reliably identify patients at high risk for the decision to delayed extubation after thoracoscopic lung cancer surgery. Optimizing four modifiable factors including BMI, FEV1/FVC, TPVB usage, and operation later than 6 p.m. may reduce the risk of delayed extubation.Key Messages:This study identified eight independent predictors for delayed extubation, among which lymph node calcification and anaesthesia type were not commonly reported.Using these eight candidates to develop a nomogram, we could reliably identify high-risk patients for the decision to delayed extubation.Optimizing four modifiable factors, including BMI, FEV1/FVC, TPVB usage, and operation later than 6 p.m. may reduce the risk of delayed extubation.
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Affiliation(s)
- Chaoyang Tong
- Department of Anesthesiology, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China.,Department of Anesthesiology, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Qing Miao
- Department of Anesthesiology, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Jijian Zheng
- Department of Anesthesiology, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Jingxiang Wu
- Department of Anesthesiology, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China
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Meng Y, Gu H, Qian X, Wu H, Liu Y, Ji P, Xu Y. Establishment of a nomogram for predicting prolonged mechanical ventilation in cardiovascular surgery patients. Eur J Cardiovasc Nurs 2023; 22:594-601. [PMID: 36017648 DOI: 10.1093/eurjcn/zvac076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/20/2022] [Revised: 07/30/2022] [Accepted: 08/19/2022] [Indexed: 11/13/2022]
Abstract
AIMS This study aimed to develop a nomogram model for predicting prolonged mechanical ventilation (PMV) in patients undergoing cardiovascular surgery. METHODS AND RESULTS In total, 693 patients undergoing cardiovascular surgery at an Affiliated Hospital of Nantong University between January 2018 and June 2020 were studied. Postoperative PMV was required in 147 patients (21.2%). Logistic regression analysis showed that delirium [odds ratio (OR), 3.063; 95% confidence interval (CI), 1.991-4.713; P < 0.001], intraoperative blood transfusion (OR, 2.489; 95% CI, 1.565-3.960; P < 0.001), obesity (OR, 2.789; 95% CI, 1.543-5.040; P = 0.001), postoperative serum creatinine level (mmol/L; OR, 1.012; 95% CI, 1.007-1.017; P < 0.001), postoperative serum albumin level (g/L; OR, 0.937; 95% CI, 0.902-0.973; P = 0.001), and postoperative total bilirubin level (μmol/L; OR, 1.020; 95% CI, 1.005-1.034; P = 0.008) were independent risk factors for PMV. The area under the receiver operating characteristic curve for our nomogram was found to be 0.770 (95% CI, 0.727-0.813). The goodness-of-fit test indicated that the model fitted the data well (χ2 = 12.480, P = 0.131). After the model was internally validated, the calibration plot demonstrated good performance of the nomogram, as supported by the Harrell concordance index of 0.760. Decision curve analysis demonstrated that the nomogram was clinically useful in identifying patients at risk for PMV. CONCLUSION We established a new nomogram model that may provide an individual prediction of PMV. This model may provide nurses, social workers, physicians, and administrators with an accurate and objective assessment tool to identify patients at high risk for PMV after cardiovascular surgery.
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Affiliation(s)
- Yunjiao Meng
- Department of Cardiovascular Surgery, Intensive Care Unit, Affiliated Hospital of Nantong University, No.20, Xi Si Road, Chongchuan District, Nantong City, Jiangsu Province, China
| | - Haoye Gu
- Affiliated Nantong Hospital of Shanghai University, No. 881, Yonghe Road, Chongchuan District, Nantong City, Jiangsu Province, China
| | - Xuan Qian
- Department of Cardiovascular Surgery, Intensive Care Unit, Affiliated Hospital of Nantong University, No.20, Xi Si Road, Chongchuan District, Nantong City, Jiangsu Province, China
| | - Honglei Wu
- Department of Cardiovascular Surgery, Intensive Care Unit, Affiliated Hospital of Nantong University, No.20, Xi Si Road, Chongchuan District, Nantong City, Jiangsu Province, China
| | - Yanmei Liu
- Department of Cardiovascular Surgery, Intensive Care Unit, Affiliated Hospital of Nantong University, No.20, Xi Si Road, Chongchuan District, Nantong City, Jiangsu Province, China
| | - Peipei Ji
- Department of Cardiovascular Surgery, Intensive Care Unit, Affiliated Hospital of Nantong University, No.20, Xi Si Road, Chongchuan District, Nantong City, Jiangsu Province, China
| | - Yanghui Xu
- Department of Cardiovascular Surgery, Intensive Care Unit, Affiliated Hospital of Nantong University, No.20, Xi Si Road, Chongchuan District, Nantong City, Jiangsu Province, China
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Bignami E, Guarnieri M, Giambuzzi I, Trumello C, Saglietti F, Gianni S, Belluschi I, Di Tomasso N, Corti D, Alfieri O, Gemma M. Three Logistic Predictive Models for the Prediction of Mortality and Major Pulmonary Complications after Cardiac Surgery. MEDICINA (KAUNAS, LITHUANIA) 2023; 59:1368. [PMID: 37629658 PMCID: PMC10456464 DOI: 10.3390/medicina59081368] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/06/2023] [Revised: 07/15/2023] [Accepted: 07/19/2023] [Indexed: 08/27/2023]
Abstract
Background and Objectives: Pulmonary complications are a leading cause of morbidity after cardiac surgery. The aim of this study was to develop models to predict postoperative lung dysfunction and mortality. Materials and Methods: This was a single-center, observational, retrospective study. We retrospectively analyzed the data of 11,285 adult patients who underwent all types of cardiac surgery from 2003 to 2015. We developed logistic predictive models for in-hospital mortality, postoperative pulmonary complications occurring in the intensive care unit, and postoperative non-invasive mechanical ventilation when clinically indicated. Results: In the "preoperative model" predictors for mortality were advanced age (p < 0.001), New York Heart Association (NYHA) class (p < 0.001) and emergent surgery (p = 0.036); predictors for non-invasive mechanical ventilation were advanced age (p < 0.001), low ejection fraction (p = 0.023), higher body mass index (p < 0.001) and preoperative renal failure (p = 0.043); predictors for postoperative pulmonary complications were preoperative chronic obstructive pulmonary disease (p = 0.007), preoperative kidney injury (p < 0.001) and NYHA class (p = 0.033). In the "surgery model" predictors for mortality were intraoperative inotropes (p = 0.003) and intraoperative intra-aortic balloon pump (p < 0.001), which also predicted the incidence of postoperative pulmonary complications. There were no specific variables in the surgery model predicting the use of non-invasive mechanical ventilation. In the "intensive care unit model", predictors for mortality were postoperative kidney injury (p < 0.001), tracheostomy (p < 0.001), inotropes (p = 0.029) and PaO2/FiO2 ratio at discharge (p = 0.028); predictors for non-invasive mechanical ventilation were kidney injury (p < 0.001), inotropes (p < 0.001), blood transfusions (p < 0.001) and PaO2/FiO2 ratio at the discharge (p < 0.001). Conclusions: In this retrospective study, we identified the preoperative, intraoperative and postoperative characteristics associated with mortality and complications following cardiac surgery.
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Affiliation(s)
- Elena Bignami
- Anesthesiology, Critical Care and Pain Medicine Division, Department of Medicine and Surgery, University of Parma, Viale Gramsci 14, 43126 Parma, Italy;
| | - Marcello Guarnieri
- Department of Anesthesia and Intensive Care, Grande Ospedale Metropolitano Niguarda, 20162 Milan, Italy;
| | - Ilaria Giambuzzi
- Department of Cardiovascular Surgery, Centro Cardiologico Monzino-IRCCS, 20122 Milan, Italy;
- Department of Clinical and Community Sciences, DISCCO University of Milan, 20126 Milan, Italy
| | - Cinzia Trumello
- Department of Cardiac Surgery, IRCCS San Raffaele Scientific Institute, 20132 Milan, Italy; (C.T.); (I.B.); (O.A.)
| | - Francesco Saglietti
- Department of Anesthesia and Intensive Care, Azienda Ospedaliera Santa Croce e Carle, 12100 Cuneo, Italy;
| | - Stefano Gianni
- Department of Anesthesia and Intensive Care, Grande Ospedale Metropolitano Niguarda, 20162 Milan, Italy;
| | - Igor Belluschi
- Department of Cardiac Surgery, IRCCS San Raffaele Scientific Institute, 20132 Milan, Italy; (C.T.); (I.B.); (O.A.)
| | - Nora Di Tomasso
- Department of Anesthesia and Intensive Care, IRCCS San Raffaele Scientific Institute, 20132 Milan, Italy; (N.D.T.); (D.C.)
| | - Daniele Corti
- Department of Anesthesia and Intensive Care, IRCCS San Raffaele Scientific Institute, 20132 Milan, Italy; (N.D.T.); (D.C.)
| | - Ottavio Alfieri
- Department of Cardiac Surgery, IRCCS San Raffaele Scientific Institute, 20132 Milan, Italy; (C.T.); (I.B.); (O.A.)
| | - Marco Gemma
- Intensive Care Unit, Department of Neurosurgery, Fondazione IRCCS Istituto Neurologico Carlo Besta, 20133 Milan, Italy
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He F, Lu Y, Mao Q, Zhou L, Chen Y, Xie Y. Effects of penehyclidine hydrochloride combined with dexmedetomidine on pulmonary function in patients undergoing heart valve surgery: a double-blind, randomized trial. BMC Anesthesiol 2023; 23:237. [PMID: 37442959 PMCID: PMC10339561 DOI: 10.1186/s12871-023-02176-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Accepted: 06/12/2023] [Indexed: 07/15/2023] Open
Abstract
AIM To investigate the effects of penehyclidine hydrochloride combined with dexmedetomidine on pulmonary function in patients undergoing heart valve surgery with cardiopulmonary bypass (CPB). METHODS A total of 180 patients undergoing elective heart valve surgery with CPB were randomly divided into four groups: 45 in group P (intravenous penehyclidine hydrochloride 0.02 mg/kg 10 min before anesthesia induction and at the beginning of CPB, total 0.04 mg/kg); 43 in group D (dexmedetomidine 0.5 μg/kg/h after induction of anesthesia until the end of anesthesia); 44 in group PD ( penehyclidine hydrochloride 0.04 mg/kg combined with dexmedetomidine 0.5 μg/kg/h intravenously during anesthesia); and 43 in group C (same amount of normal saline 10 min before and after anesthesia induction, to the end of anesthesia, and at the beginning of CPB). The main outcomes were the incidence and severity of postoperative pulmonary complications (PPCs). The secondary outcomes were: (1) extubation time, length of stay in intensive care, and postoperative hospital stay, and adverse events; and (2) pulmonary function evaluation indices (oxygenation index and respiratory index) and plasma inflammatory factor concentrations (tumor necrosis factor-α, interleukin-6, C-reactive protein and procalcitonin) during the perioperative period. RESULTS The incidence of PPCs in groups P, D and PD after CPB was lower than that in group C (P < 0.05), and the incidence in group PD was significantly lower than that in groups P and D (P < 0.05). The scores for PPCs in groups P, D and PD were lower than those in group C (P < 0.05). CONCLUSION Combined use of penehyclidine hydrochloride and dexmedetomidine during anesthesia reduced the occurrence of postoperative pulmonary dysfunction, and improved the prognosis of patients undergoing heart valve surgery with CPB. TRIAL REGISTRATION The trial was registered in the Chinese Clinical Trial Registry on 3/11/2020 (Registration No.: ChiCTR2000039610).
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Affiliation(s)
- Fang He
- Department of Anesthesiology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Yizhi Lu
- Department of Anesthesiology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Qi Mao
- Department of Anesthesiology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Lifang Zhou
- Department of Anesthesiology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Yanhua Chen
- Department of Anesthesiology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China.
| | - Yubo Xie
- Department of Anesthesiology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China.
- Guangxi Key Laboratory of Enhanced Recovery After Surgery for Gastrointestinal Cancer, The First Affiliated Hospital of Guangxi Medical University, Nanning, China.
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12
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Liu Q, Luo Q, Li Y, Wu X, Wang H, Huang J, Jia Y, Yuan S, Yan F. A simple-to-use nomogram for predicting prolonged mechanical ventilation for children after Ebstein anomaly corrective surgery: a retrospective cohort study. BMC Anesthesiol 2023; 23:24. [PMID: 36639642 PMCID: PMC9839444 DOI: 10.1186/s12871-022-01942-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2022] [Accepted: 12/13/2022] [Indexed: 01/15/2023] Open
Abstract
BACKGROUND Prolonged mechanical ventilation (PMV) after pediatric cardiac surgery imposes a great burden on patients in terms of morbidity, mortality as well as financial costs. Ebstein anomaly (EA) is a rare congenital heart disease, and few studies have been conducted about PMV in this condition. This study aimed to establish a simple-to-use nomogram to predict the risk of PMV for EA children. METHODS The retrospective study included patients under 18 years who underwent corrective surgeries for EA from January 2009 to November 2021. PMV was defined as postoperative mechanical ventilation time longer than 24 hours. Through multivariable logistic regression, we identified and integrated the risk factors to develop a simple-to-use nomogram of PMV for EA children and internally validated it by bootstrapping. The calibration and discriminative ability of the nomogram were determined by calibration curve, Hosmer-Lemeshow goodness-of-fit test and receiver operating characteristic (ROC) curve. RESULTS Two hundred seventeen children were included in our study of which 44 (20.3%) were in the PMV group. After multivariable regression, we obtained five risk factors of PMV. The odds ratios and 95% confidence intervals (CI) were as follows: preoperative blood oxygen saturation, 0.876(0.805,0.953); cardiothoracic ratio, 3.007(1.107,8.169); Carpentier type, 4.644(2.065,10.445); cardiopulmonary bypass time, 1.014(1.005,1.023) and postoperative central venous pressure, 1.166(1.016,1.339). We integrated the five risk factors into a nomogram to predict the risk of PMV. The area under ROC curve of nomogram was 0.805 (95% CI, 0.725,0.885) and it also provided a good discriminative information with the corresponding Hosmer-Lemeshow p values > 0.05. CONCLUSIONS We developed a nomogram by integrating five independent risk factors. The nomogram is a practical tool to early identify children at high-risk for PMV after EA corrective surgery.
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Affiliation(s)
- Qiao Liu
- grid.506261.60000 0001 0706 7839Department of Anesthesiology, Fuwai Hospital, National Center of Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, 167 Beilishi Road, Xicheng District, Beijing, 100037 China
| | - Qipeng Luo
- grid.411642.40000 0004 0605 3760Department of Pain Medicine, Peking University Third Hospital, Beijing, China
| | - Yinan Li
- grid.506261.60000 0001 0706 7839Department of Anesthesiology, Fuwai Hospital, National Center of Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, 167 Beilishi Road, Xicheng District, Beijing, 100037 China
| | - Xie Wu
- grid.506261.60000 0001 0706 7839Department of Anesthesiology, Fuwai Hospital, National Center of Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, 167 Beilishi Road, Xicheng District, Beijing, 100037 China
| | - Hongbai Wang
- grid.506261.60000 0001 0706 7839Department of Anesthesiology, Fuwai Hospital, National Center of Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, 167 Beilishi Road, Xicheng District, Beijing, 100037 China
| | - Jiangshan Huang
- grid.506261.60000 0001 0706 7839Department of Anesthesiology, Fuwai Hospital, National Center of Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, 167 Beilishi Road, Xicheng District, Beijing, 100037 China
| | - Yuan Jia
- grid.506261.60000 0001 0706 7839Department of Anesthesiology, Fuwai Hospital, National Center of Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, 167 Beilishi Road, Xicheng District, Beijing, 100037 China
| | - Su Yuan
- grid.506261.60000 0001 0706 7839Department of Anesthesiology, Fuwai Hospital, National Center of Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, 167 Beilishi Road, Xicheng District, Beijing, 100037 China
| | - Fuxia Yan
- grid.506261.60000 0001 0706 7839Department of Anesthesiology, Fuwai Hospital, National Center of Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, 167 Beilishi Road, Xicheng District, Beijing, 100037 China
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Xu Q, Yang X, Qian Y, Hu C, Lu W, Cai S, Li J, Hu B. SPECKLE TRACKING QUANTIFICATION PARASTERNAL INTERCOSTAL MUSCLE LONGITUDINAL STRAIN TO PREDICT WEANING OUTCOMES: A MULTICENTRIC OBSERVATIONAL STUDY. Shock 2023; 59:66-73. [PMID: 36378229 DOI: 10.1097/shk.0000000000002044] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
ABSTRACT Background: The purpose of this study was to determine the feasibility, reliability, and reproducibility of parasternal intercostal muscle longitudinal strain (LSim) quantification by speckle tracking and the value of maximal LSim to predict weaning outcomes. Methods: This study was divided into three phases. Phases 1 and 2 comprehended prospective observational programs to evaluate the feasibility, reliability, and repeatability of speckle tracking to assess LSim in healthy subjects and mechanically ventilated patients. Phase 3 was a multicenter retrospective study to evaluate the value of maximal LSim, intercostal muscle thickening fraction (TFim), diaphragmatic thickening fraction, diaphragmatic excursion, and rapid shallow breathing index to predict weaning outcomes. Results: A total of 25 healthy subjects and 20 mechanically ventilated patients were enrolled in phases 1 and 2, respectively. Maximal LSim was easily accessible, and the intraoperator reliability and interoperator reliability were excellent in eupnea, deep breathing, and mechanical ventilation. The intraclass correlation coefficient ranged from 0.85 to 0.96. Moreover, 83 patients were included in phase 3. The areas under the receiver operating characteristic curve of maximal LSim, TFim, diaphragmatic thickening fraction, diaphragmatic excursion, and rapid shallow breathing index were 0.91, 0.79, 0.71, 0.70, and 0.78 for the prediction of successful weaning, respectively. The best cutoff values of LSim and TFim were >-6% (sensitivity, 100%; specificity, 64.71%) and <7.6% (sensitivity, 100%; specificity, 50.98%), respectively. Conclusions: The quantification of LSim by speckle tracking was easily achievable in healthy subjects and mechanically ventilated patients and presented a higher predictive value for weaning success compared with conventional weaning parameters. Trial registration no. ChiCTR2100049817.
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Affiliation(s)
| | | | - Yan Qian
- Department of Emergency Intensive Care Unit, Wuhu Hospital, East China Normal University, Wuhu, Anhui, China
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14
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Xu Q, Yang X, Qian Y, Hu C, Lu W, Cai S, Hu B, Li J. Comparison of assessment of diaphragm function using speckle tracking between patients with successful and failed weaning: a multicentre, observational, pilot study. BMC Pulm Med 2022; 22:459. [DOI: 10.1186/s12890-022-02260-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2022] [Accepted: 11/24/2022] [Indexed: 12/02/2022] Open
Abstract
Abstract
Background
Diaphragmatic ultrasound has been increasingly used to evaluate diaphragm function. However, current diaphragmatic ultrasound parameters provide indirect estimates of diaphragmatic contractile function, and the predictive value is controversial. Two-dimensional (2D) speckle tracking is an effective technology for measuring tissue deformation and can be used to measure diaphragm longitudinal strain (DLS) to assess diaphragm function. The purpose of this study was to determine the feasibility and reproducibility of DLS quantification by 2D speckle tracking and to determine whether maximal DLS could be used to predict weaning outcomes.
Methods
This study was performed in the intensive care unit of two teaching hospitals, and was divided into two studies. Study A was a prospective study to evaluate the feasibility, reliability, and repeatability of speckle tracking in assessing DLS in healthy subjects and mechanically ventilated patients. Study B was a multicentre retrospective study to assess the use of maximal DLS measured by speckle tracking in predicting weaning outcomes.
Results
Twenty-five healthy subjects and twenty mechanically ventilated patients were enrolled in Study A. Diaphragmatic speckle tracking was easily accessible. The intra- and interoperator reliability were good to excellent under conditions of eupnoea, deep breathing, and mechanical ventilation. The intraclass correlation coefficient (ICC) ranged from 0.78 to 0.95. Ninety-six patients (fifty-nine patients were successfully weaned) were included in Study B. DLS exhibited a fair linear relationship with both the diaphragmatic thickening fraction (DTF) (R2 = 0.73, p < 0.0001) and diaphragmatic excursion (DE) (R2 = 0.61, p < 0.0001). For the prediction of successful weaning, the areas under the ROC curves of DLS, diaphragmatic thickening fraction DTF, RSBI, and DE were 0.794, 0.794, 0.723, and 0.728, respectively. The best cut-off value for predicting the weaning success of DLS was less than -21%, which had the highest sensitivity of 89.19% and specificity of 64.41%.
Conclusions
Diaphragmatic strain quantification using speckle tracking is easy to obtain in healthy subjects and mechanically ventilated patients and has a high predictive value for mechanical weaning. However, this method offers no advantage over RSBI. Future research should assess its value as a predictor of weaning.
Trial registration
This study was registered in the Chinese Clinical Trial Register (ChiCTR), ChiCTR2100049816. Registered 10 August 2021. http://www.chictr.org.cn/showproj.aspx?proj=131790
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Ge Y, Chen Y, Hu Z, Mao H, Xu Q, Wu Q. Clinical Evaluation of on-Table Extubation in Patients Aged Over 60 Years Undergoing Minimally Invasive Mitral or Aortic Valve Replacement Surgery. Front Surg 2022; 9:934044. [PMID: 35846953 PMCID: PMC9280709 DOI: 10.3389/fsurg.2022.934044] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Accepted: 06/06/2022] [Indexed: 11/28/2022] Open
Abstract
Aims To evaluate the clinical efficiency of on-table extubation (OTE) versus delayed extubation in patients aged over 60 years that underwent minimally invasive mitral or aortic valve replacement surgery and evaluate the factors associated with successful OTE implementation. Materials Patients over 60 years with mitral or aortic valve disease who received minimally invasive mitral or aortic valve replacement surgery from October 2020 to October 2021 were selected retrospectively. We divided patients into the on-table extubated (OTE) group (n = 71) and the delayed extubation (DE) group (n = 22). Preoperative, intraoperative, and postoperative clinical variables were compared between the two groups. Results Patients in the DE group underwent longer surgery time, longer aortic occlusion clamping time and longer cardiopulmonary bypass time than those in the OTE group(217.48 ± 27.83 vs 275.91 ± 77.22, p = 0.002; 76.49 ± 16.00 vs 126.55 ± 54.85, p = 0.001; 112.87 ± 18.91 vs 160.77 ± 52.17, p = 0.001). Patients in the OTE group had shorter postoperative mechanical ventilation time (min), shorter ICU time, shorter postoperative hospital length of stay and lower total cost and medication cost (p < 0.05). The AUC for aortic occlusion clamping time was 0.81 (p < 0.01), making it the most significant predictor of on-table extubation success. Conclusions On-table extubation following mitral or aortic valve cardiac surgery was associated with a superior clinical outcome and high cost-effectiveness.
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Affiliation(s)
- Yunfen Ge
- Center for Rehabilitation Medicine, Department of Anesthesiology, Zhejiang Provincial People’s Hospital (Affiliated People’s Hospital, Hangzhou Medical College), Hangzhou, China
| | - Yue Chen
- Center for Rehabilitation Medicine, Department of Anesthesiology, Zhejiang Provincial People’s Hospital (Affiliated People’s Hospital, Hangzhou Medical College), Hangzhou, China
| | - Zhibin Hu
- Heart Center, Department of Cardiovascular Surgery, Zhejiang Provincial People’s Hospital (Affiliated People’s Hospital, Hangzhou Medical College), Hangzhou, China
| | - Hui Mao
- Center for Rehabilitation Medicine, Department of Anesthesiology, Zhejiang Provincial People’s Hospital (Affiliated People’s Hospital, Hangzhou Medical College), Hangzhou, China
| | - Qiong Xu
- Center for Rehabilitation Medicine, Department of Anesthesiology, Zhejiang Provincial People’s Hospital (Affiliated People’s Hospital, Hangzhou Medical College), Hangzhou, China
| | - Qing Wu
- Center for Reproductive Medicine, Department of Gynecology, Zhejiang Provincial People’s Hospital (Affiliated People’s Hospital, Hangzhou Medical College), Hangzhou, China
- Correspondence: Qing Wu
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Vollrath JT, Schindler CR, Marzi I, Lefering R, Störmann P. Lung failure after polytrauma with concomitant thoracic trauma in the elderly: an analysis from the TraumaRegister DGU®. World J Emerg Surg 2022; 17:12. [PMID: 35197078 PMCID: PMC8867717 DOI: 10.1186/s13017-022-00416-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Accepted: 02/08/2022] [Indexed: 11/19/2022] Open
Abstract
Background In developed countries worldwide, the number of older patients is increasing. Pulmonary complications are common in multiple injured patients with chest injuries. We assessed whether geriatric patients develop lung failure following multiple trauma with concomitant thoracic trauma more often than younger patients.
Methods A retrospective analysis of severely injured patients with concomitant blunt thoracic trauma registered in the TraumaRegister DGU® (TR-DGU) between 2009 and 2018 was performed. Patients were categorized into four age groups: 55–64 y, 65–74 y, 75–84 y, and ≥ 85 y. Adult patients aged 18–54 years served as a reference group. Lung failure was defined as PaO2/FIO2 ≤ 200 mm Hg, if mechanical ventilation was performed. Results A total of 43,289 patients were included, of whom 9238 (21.3%) developed lung failure during their clinical stay. The rate of posttraumatic lung failure was seen to increase with age. While lung failure markedly increased the length of hospital stay, duration of mechanical ventilation, and length of ICU stay independent of the patient’s age, differences between younger and older patients with lung failure in regard to these parameters were clinically comparable. In addition, the development of respiratory failure showed a distinct increase in mortality with higher age, from 16.9% (18–54 y) to 67.2% (≥ 85 y). Conclusion Development of lung failure in severely injured patients with thoracic trauma markedly increases hospital length of stay, length of ICU stay, and duration of mechanical ventilation in patients, regardless of age. The development of respiratory failure appears to be related to the severity of the chest trauma rather than to increasing patient age. However, the greatest effects of lung failure, particularly in terms of mortality, were observed in the oldest patients.
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Affiliation(s)
- Jan Tilmann Vollrath
- Department of Trauma, Hand, and Reconstructive Surgery, University Hospital Frankfurt am Main, Goethe University, Theodor-Stern-Kai 7, 60596, Frankfurt am Main, Germany.
| | - Cora Rebecca Schindler
- Department of Trauma, Hand, and Reconstructive Surgery, University Hospital Frankfurt am Main, Goethe University, Theodor-Stern-Kai 7, 60596, Frankfurt am Main, Germany
| | - Ingo Marzi
- Department of Trauma, Hand, and Reconstructive Surgery, University Hospital Frankfurt am Main, Goethe University, Theodor-Stern-Kai 7, 60596, Frankfurt am Main, Germany
| | - Rolf Lefering
- Institute for Research in Operative Medicine (IFOM), Cologne Merheim Medical Center (CMMC), University of Witten/Herdecke, Cologne, Germany
| | - Philipp Störmann
- Department of Trauma, Hand, and Reconstructive Surgery, University Hospital Frankfurt am Main, Goethe University, Theodor-Stern-Kai 7, 60596, Frankfurt am Main, Germany
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Wang D, Wang S, Du Y, Song Y, Le S, Wang H, Zhang A, Huang X, Wu L, Du X. A Predictive Scoring Model for Postoperative Tracheostomy in Patients Who Underwent Cardiac Surgery. Front Cardiovasc Med 2022; 8:799605. [PMID: 35155610 PMCID: PMC8831542 DOI: 10.3389/fcvm.2021.799605] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Accepted: 12/28/2021] [Indexed: 12/26/2022] Open
Abstract
BackgroundA subset of patients require a tracheostomy as respiratory support in a severe state after cardiac surgery. There are limited data to assess the predictors for requiring postoperative tracheostomy (POT) in cardiac surgical patients.MethodsThe records of adult patients who underwent cardiac surgery from 2016 to 2019 at our institution were reviewed. Univariable analysis was used to assess the possible risk factors for POT. Then multivariable logistic regression analysis was performed to identify independent predictors. A predictive scoring model was established with predictor assigned scores derived from each regression coefficient divided by the smallest one. The area under the receiver operating characteristic curve and the Hosmer-Lemeshow goodness-of-fit test were used to evaluate the discrimination and calibration of the risk score, respectively.ResultsA total of 5,323 cardiac surgical patients were included, with 128 (2.4%) patients treated with tracheostomy after cardiac surgery. Patients with POT had a higher frequency of readmission to the intensive care unit (ICU), longer stay, and higher mortality (p < 0.001). Mixed valve surgery and coronary artery bypass grafting (CABG), aortic surgery, renal insufficiency, diabetes mellitus, chronic obstructive pulmonary disease (COPD), pulmonary edema, age >60 years, and emergent surgery were independent predictors. A 9-point risk score was generated based on the multivariable model, showing good discrimination [the concordance index (c-index): 0.837] and was well-calibrated.ConclusionsWe established and verified a predictive scoring model for POT in patients who underwent cardiac surgery. The scoring model was conducive to risk stratification and may provide meaningful information for clinical decision-making.
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Affiliation(s)
- Dashuai Wang
- Department of Cardiovascular Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Su Wang
- Department of Emergency Medicine, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yifan Du
- Department of Cardiovascular Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yu Song
- Department of Cardiovascular Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Sheng Le
- Department of Cardiovascular Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Hongfei Wang
- Department of Cardiovascular Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Anchen Zhang
- Department of Cardiology, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Anchen Zhang
| | - Xiaofan Huang
- Department of Cardiovascular Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- *Correspondence: Xiaofan Huang
| | - Long Wu
- Department of Cardiovascular Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Long Wu
| | - Xinling Du
- Department of Cardiovascular Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Xinling Du
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Thanavaro J, Taylor J, Vitt L, Guignon MS. Comparison Between Prolonged Intubation and Reintubation Outcomes After Cardiac Surgery. J Nurse Pract 2021. [DOI: 10.1016/j.nurpra.2021.07.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Preoperative Thoracic CT Findings Associated With Postoperative Mechanical Ventilation in Patients Undergoing Major Abdominal or Pelvic Surgery: A Matched Case-Control Study. AJR Am J Roentgenol 2021; 218:279-288. [PMID: 34467781 DOI: 10.2214/ajr.21.26411] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Background: Postoperative prolonged mechanical ventilation is associated with increased morbidity and mortality. Reliable predictors of postoperative mechanical ventilation after abdominal or pelvic surgeries are lacking. Objective: To explore associations between preoperative thoracic CT findings and need for postoperative mechanical ventilation after major abdominal or pelvic surgeries. Methods: This retrospective case-control study included patients who underwent abdominal or pelvic surgeries (01/01/2014-12/31/2018) and underwent preoperative thoracic CT. Cases were patients who required postoperative mechanical ventilation. Control and case patients were matched at a 3:1 ratio based on age, sex, body mass index, chronic obstructive pulmonary disease, smoking status, and surgery type. Two radiologists (R1, R2) reviewed CT images. Findings were compared between groups. Results: The study included 165 patients (70 female, 95 male; mean age 67.0±9.7 years; 42 cases, 123 matched controls). Bronchial wall thickening and pericardial effusion were more frequent in cases than controls for R2 (10% vs 2%, p=.03; 17% vs 5%, p=.01), but not R1. Pulmonary artery diameter was greater in cases than controls for R2 (2.9±0.5 cm vs 2.8±0.5 cm, p=.045) but not R1. Right lung height was lower in cases than controls for R1 (18.4±2.9 cm vs 19.9±2.7 cm, p=.01) and R2 (18.3±2.9 cm vs 19.8±2.7 cm, p=.01). Left lung height was lower in cases than controls for R1 (19.5±3.1 cm vs 21.1±2.6 cm, p=.01) and R2 (19.6±2.4 cm vs 20.9±2.6 cm, p=.01). Anteroposterior chest diameter was greater for cases than controls for R1 (14.0±2.3 cm vs 12.9±3.7 cm, p=.02) and R2 (14.2±2.2 cm vs 13.2±3.6 cm, p=.04). In multivariable regression model using pooled reader data, bronchial wall thickening exhibited odds ratio (OR) of 4.6 (95% CI: 1.3, 16.5; p=.02); pericardial effusion, OR 5.1 (95% CI: 1.7, 15.5; p=.004); pulmonary artery diameter, OR 1.4 (95% CI: 0.7, 3.0; p=.32); mean lung height, OR 0.8 (95% CI: 0.7, 1.001; p=.05); anteroposterior chest diameter, OR 1.2 (95% CI: 1.013, 1.4; p=.03). Conclusion: CT features are associated with the need for postoperative mechanical ventilation following abdominal or pelvic surgery. Clinical Impact: Many patients undergo thoracic CT before abdominal or pelvic surgery; the CT findings may complement preoperative clinical risk factors.
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Postoperative Changes in Pulmonary Function after Valve Surgery: Oxygenation Index Early after Cardiopulmonary Is a Predictor of Postoperative Course. J Clin Med 2021; 10:jcm10153262. [PMID: 34362046 PMCID: PMC8348833 DOI: 10.3390/jcm10153262] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Revised: 07/16/2021] [Accepted: 07/22/2021] [Indexed: 12/01/2022] Open
Abstract
Objective: To determine pulmonary functional changes that predict early clinical outcomes in valve surgery requiring long cardiopulmonary bypass (CPB). Methods: This retrospective study included 225 consecutive non-emergency valve surgeries with fast-track cardiac anesthesia between January 2014 and March 2020. Blood gas analyses before and 0, 2, 4, 8, and 14 h after CPB were investigated. Results: Median age and EuroSCORE II were 71.0 years (25–75 percentile: 59.5–77.0) and 2.46 (1.44–5.01). Patients underwent 96 aortic, 106 mitral, and 23 combined valve surgeries. The median CPB time was 151 min (122–193). PaO2/FiO2 and AaDO2/PaO2 significantly deteriorated two hours, but not immediately, after CPB (both p < 0.0001). Decreased PaO2/FiO2 and AaDO2/PaO2 were correlated with ventilation time (r2 = 0.318 and 0.435) and intensive care unit (ICU) (r2 = 0.172 and 0.267) and hospital stays (r2 = 0.164 and 0.209). Early and delayed extubations (<6 and >24 h) were predicted by PaO2/FiO2 (377.2 and 213.1) and AaDO2/PaO2 (0.683 and 1.680), measured two hours after CPB with acceptable sensitivity and specificity (0.700–0.911 and 0.677–0.859). Conclusions: PaO2/FiO2 and AaDO2/PaO2 two hours after CPB were correlated with ventilation time and lengths of ICU and hospital stays. These parameters suitably predicted early and delayed extubations.
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Michaud L, Dureau P, Kerleroux B, Charfeddine A, Regan M, Constantin JM, Leprince P, Bouglé A. Development and Validation of a Predictive Score for Prolonged Mechanical Ventilation After Cardiac Surgery. J Cardiothorac Vasc Anesth 2021; 36:825-832. [PMID: 34330573 DOI: 10.1053/j.jvca.2021.07.016] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Revised: 06/17/2021] [Accepted: 07/06/2021] [Indexed: 11/11/2022]
Abstract
OBJECTIVES The authors aimed to identify risk factors associated with prolonged mechanical ventilation (PMV) after scheduled cardiac surgery under cardiopulmonary bypass (CPB). DESIGN A single-center, observational study. SETTING Tertiary hospital. PARTICIPANTS All adult patients who underwent scheduled cardiac surgery under cardiopulmonary bypass between January 2017 and December 2017. INTERVENTIONS None. MEASUREMENT AND MAIN RESULTS Among the 568 patients included, 68 (12.0%) presented a PMV. The median ventilation time was 5.7 hours in the group without PMV and 85.2 hours in the group with PMV. A logistic regression found five variables independently associated with the occurrence of PMV: (1) prior cardiac surgery, (2) preoperative congestive heart failure, (3) preoperative creatinine clearance <30 mL/min/1.73 m², (4) intraoperative implantation of extracorporeal membrane oxygenation, and (5) serum lactate >4 mmol/L on admission. A predictive score to allow the authors to anticipate PMV was developed from the regression coefficient of perioperative factors independently associated with PMV. With a threshold of 2/13, the score had a sensitivity of 80.9%, a specificity of 80.5%, a positive predictive value of 37.2%, and a negative predictive value of 96.7%. The score then was validated in a distinct cohort. CONCLUSIONS The study authors have developed a simple score to predict PMV in patients undergoing cardiac surgery with CPB. This score could allow clinicians to identify a high-risk population that might benefit from specific management upon arrival in the intensive care unit.
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Affiliation(s)
- Ludovic Michaud
- Sorbonne Université, Assistance Publique - Hôpitaux de Paris (AP-HP), Department of Anesthesiology and Critical Care Medicine, Institute of Cardiology, GRC 29, Pitié-Salpêtrière Hospital, Paris, France
| | - Pauline Dureau
- Sorbonne Université, Assistance Publique - Hôpitaux de Paris (AP-HP), Department of Anesthesiology and Critical Care Medicine, Institute of Cardiology, GRC 29, Pitié-Salpêtrière Hospital, Paris, France
| | | | - Ahmed Charfeddine
- Sorbonne Université, Assistance Publique - Hôpitaux de Paris (AP-HP), Department of Anesthesiology and Critical Care Medicine, Institute of Cardiology, GRC 29, Pitié-Salpêtrière Hospital, Paris, France
| | - Mary Regan
- Sorbonne Université, Assistance Publique - Hôpitaux de Paris (AP-HP), Department of Anesthesiology and Critical Care Medicine, Institute of Cardiology, GRC 29, Pitié-Salpêtrière Hospital, Paris, France
| | - Jean-Michel Constantin
- Sorbonne Université, Assistance Publique - Hôpitaux de Paris (AP-HP), Department of Anesthesiology and Critical Care Medicine, GRC 29, Pitié-Salpêtrière Hospital, Paris, France
| | - Pascal Leprince
- Sorbonne Université, UMR INSERM 1166, IHU ICAN, AP-HP, Department of Cardio-Vascular and Thoracic Surgery, Institute of Cardiology, Pitié-Salpêtrière Hospital, Paris, France
| | - Adrien Bouglé
- Sorbonne Université, Assistance Publique - Hôpitaux de Paris (AP-HP), Department of Anesthesiology and Critical Care Medicine, Institute of Cardiology, GRC 29, Pitié-Salpêtrière Hospital, Paris, France.
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Ge M, Wang Z, Chen T, Cheng Y, Ye J, Lu L, Chen C, Wang D. Risk factors for and outcomes of prolonged mechanical ventilation in patients received DeBakey type I aortic dissection repairment. J Thorac Dis 2021; 13:735-742. [PMID: 33717545 PMCID: PMC7947516 DOI: 10.21037/jtd-20-2736] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Background This study aimed to identify risk factors for prolonged mechanical ventilation (PMV) and its association with disease prognosis following acute DeBakey type I aortic dissection surgery. Methods A total of 582 patients who received emergency surgery for acute DeBakey type I aortic dissection from 2014 to 2018 were enrolled in this study. Mechanical ventilation period after surgery longer than 48 hours was defined as postoperative PMV. Multiple logistic regression analysis was used to identify risk factors for PMV. This study also compared short- and long-term outcomes in patients who developed PMV with patients who did not develop this complication. To identify and compare long-term cumulative survival rate, Kaplan-Meier survival curve was plotted. Results Among all enrolled patients, 259 (44.5%) received PMV treatment. Our data suggested that the length of intensive care unit and hospital stay were longer for patients who received PMV treatment. Thirty-day mortality was also higher in patients with PMV than in patients without PMV. Elevated leukocyte count and increased serum cystatin C level upon admission, lower preoperative platelet count and longer cardiopulmonary bypass (CPB) duration were identified as risk factors for PMV. Interestingly, our data suggested that there was no significant difference of survival rate between patients with or without PMV history. Conclusions PMV after DeBakey type I aortic dissection repair surgery was a common complication and associated with increased short-term mortality rate but did not affect long-term mortality rate. Elevated preoperative leukocyte count, increased preoperative serum cystatin C level, lower preoperative platelet count and longer CPB duration were risk factors for PMV.
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Affiliation(s)
- Min Ge
- Department of Cardio-thoracic Surgery, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Zhigang Wang
- Department of Cardio-thoracic Surgery, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Tao Chen
- Department of Cardio-thoracic Surgery, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Yongqing Cheng
- Department of Cardio-thoracic Surgery, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Jiaxin Ye
- Department of Cardio-thoracic Surgery, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Lichong Lu
- Department of Cardio-thoracic Surgery, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Cheng Chen
- Department of Cardio-thoracic Surgery, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
| | - Dongjin Wang
- Department of Cardio-thoracic Surgery, Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, China
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Dallazen-Sartori F, Albuquerque LC, Guaragna JCVDC, Magedanz EH, Petracco JB, Bodanese R, Wagner MB, Bodanese LC. Risk Score for Prolonged Mechanical Ventilation in Coronary Artery Bypass Grafting. INTERNATIONAL JOURNAL OF CARDIOVASCULAR SCIENCES 2020. [DOI: 10.36660/ijcs.20200068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
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Maisat W, Siriratwarangkul S, Charoensri A, Wongkornrat W, Lapmahapaisan S. Perioperative risk factors for delayed extubation after acute type A aortic dissection surgery. J Thorac Dis 2020; 12:4796-4804. [PMID: 33145052 PMCID: PMC7578465 DOI: 10.21037/jtd-20-742] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Background Delayed extubation after cardiac surgery is associated with high morbidity and mortality, increased intensive care unit length of stay, and healthcare cost. Acute type A aortic dissection (ATAAD) generally results in prolonged mechanical ventilation due to the complexity of surgical management and some postoperative complications. This study aimed to elucidate the perioperative risk factors for delayed extubation in patients undergoing ATAAD surgery. Methods A retrospective cohort study including 239 patients who were diagnosed with ATAAD and underwent emergency surgery from October 2004 to January 2018 was performed. The potential perioperative risk factors for delayed extubation were collected. This study defined delayed extubation as the time to commence extubation being greater than 48 hours. The clinical data were analyzed with univariate and multivariate analyses to identify risk factors for delayed extubation following ATAAD surgery. Results The incidence of delayed extubation was 48.5% (n=116). Multiple logistic regression analysis showed perioperative risk factors for delayed extubation included preoperative cardiac tamponade [odds ratio (OR) 3.94, 95% confidence interval (CI) 1.39–11.17, P=0.010], central arterial cannulation (ascending aorta and proximal aortic arch) for cardiopulmonary bypass (CPB) (OR 4.04, 95% CI: 1.03–15.91, P=0.046), postoperative stroke (OR 10.58, 95% CI: 2.65–42.25, P=0.001), postoperative renal dysfunction that required temporary hemodialysis (OR 6.60 95% CI: 1.97–22.11, P=0.002), and re-exploration to stop bleeding (OR 2.65, 95% CI: 1.00–6.99, P=0.050). Conclusions Preoperative cardiac tamponade, central arterial cannulation for CPB, postoperative stroke, postoperative renal dysfunction that required temporary hemodialysis, and re-exploration to stop bleeding are perioperative risk factors for delayed extubation. Identification of the potential risk factors for delayed extubation may help optimize the perioperative management and improve postoperative outcomes of patients undergoing ATAAD surgery.
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Affiliation(s)
- Wiriya Maisat
- Department of Anesthesiology, Department of surgery, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Sasiya Siriratwarangkul
- Department of Anesthesiology, Department of surgery, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Apiporn Charoensri
- Department of Anesthesiology, Department of surgery, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Wanchai Wongkornrat
- Division of Cardiothoracic surgery, Department of surgery, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Saowaphak Lapmahapaisan
- Department of Anesthesiology, Department of surgery, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
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Thanavaro J, Taylor J, Vitt L, Guignon MS, Thanavaro S. Predictors and outcomes of postoperative respiratory failure after cardiac surgery. J Eval Clin Pract 2020; 26:1490-1497. [PMID: 31876045 DOI: 10.1111/jep.13334] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2019] [Revised: 11/24/2019] [Accepted: 11/26/2019] [Indexed: 12/20/2022]
Abstract
BACKGROUND Postoperative respiratory failure after cardiac surgery (CS-PRF) is a devastating complication and its incidence and predictors vary depending on how it is defined and the patient population. AIMS This study was conducted to determine the incidence, predictors and outcomes of CS-PRF defined as prolonged mechanical ventilation >48 hours and reintubation. METHODS This is a retrospective chart review of 1257 patients who underwent cardiac surgery between June 2011 and December 2018. The research questions were addressed through bivariate inferential, descriptive and binary logistic regression. RESULTS The overall incidence of CS-PRF was 15.9% and significant regression predictors included diabetes mellitus (OR = 1.77, P = .001), preoperative renal replacement therapy (OR = 2.07, P = .033), need for intraoperative transfusion (OR = 2.35, P = .000), combined coronary bypass/valvular surgery (OR = 2.61, P = .001) and intra-aortic balloon pump (OR = 3.60, P = .000). CS-PRF patients had increased postoperative blood transfusions (69.5% vs 27.9%, P = .000), reoperation for bleeding (9.0 vs 0.4%, P = .000), pleural effusion (13.5% vs 4.1%, P = .000), pneumonia (33.5% vs 1.6%, P = .000), acute kidney injury (70.9% vs 39.9%, P = .000), atrial fibrillation (42.5% vs 26.3%, P = .000), coma/encephalopathy (21.5% vs 3.3%, P = .000) and cerebrovascular accident (6.0% vs 1.3%, P = .000). They also had longer intensive care (262.1 vs 97.4 hours, P = .000) and hospital lengths of stay (17 vs 8 days, P = .000), and increased in-hospital mortality (17.5% vs 0.4%, P = .000). Survivors of CS-PRF were less likely to be discharged home (38.0% vs 84.4%, P = .000). CONCLUSIONS Knowledge of predictors for CS-PRF may help identify patients who are at risk for this complication and who may benefit from preventive measures to promote early extubation and to avert reintubation.
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Affiliation(s)
- Joanne Thanavaro
- Saint Louis University, Trudy Busch Valentine School of Nursing, St. Louis, Missouri
| | - John Taylor
- Saint Louis University, Trudy Busch Valentine School of Nursing, St. Louis, Missouri
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Hiromoto A, Maeda M, Murata T, Shirakawa M, Okamoto J, Maruyama Y, Imura H. Early extubation in current valve surgery requiring long cardiopulmonary bypass: Benefits and predictive value of preoperative spirometry. Heart Lung 2020; 49:709-715. [PMID: 32861890 DOI: 10.1016/j.hrtlng.2020.07.013] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2019] [Revised: 06/11/2020] [Accepted: 07/27/2020] [Indexed: 10/23/2022]
Abstract
BACKGROUND Early extubation (EEx) after cardiac surgery has been essentially studied in patients with short cardiopulmonary bypass (CPB). Whether preoperative spirometry can predict EEx remains controversial. OBJECTIVES To investigate whether EEx can be a goal and predicted by preoperative spirometry in valve surgery requiring long CPB. METHODS Nonemergent consecutive 210 patients who underwent valve surgery from January 2014 to August 2019 were investigated retrospectively. RESULTS EEx (<8 h) was achieved in 93 (44.3%) patients without increasing adverse events. Patients with EEx had shorter ICU and hospital stays than those without EEx. Multivariate analysis showed that higher estimated glomerular filtration rate and mitral valve repair were significant protective factors for EEx. Conversely, moderate and severe chronic obstructive pulmonary disease defined by spirometry, longer operation, CPB, and aortic cross-clamp time were significant risk factors. CONCLUSIONS EEx should be the goal in current valve surgery. Preoperative spirometry is a significant predictor.
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Affiliation(s)
- Atsushi Hiromoto
- Department of Cardiovascular Surgery, Nippon Medical School Musashikosugi Hospital, 1-396, Kosugi-cho Nakahara-ku, Kawasaki, Kanagawa, 211-8533 Japan.
| | - Motohiro Maeda
- Department of Cardiovascular Surgery, Nippon Medical School Musashikosugi Hospital, 1-396, Kosugi-cho Nakahara-ku, Kawasaki, Kanagawa, 211-8533 Japan.
| | - Tomohiro Murata
- Department of Cardiovascular Surgery, Nippon Medical School Musashikosugi Hospital, 1-396, Kosugi-cho Nakahara-ku, Kawasaki, Kanagawa, 211-8533 Japan.
| | - Makoto Shirakawa
- Department of Cardiovascular Surgery, Nippon Medical School Musashikosugi Hospital, 1-396, Kosugi-cho Nakahara-ku, Kawasaki, Kanagawa, 211-8533 Japan.
| | - Junichi Okamoto
- Department of Thoracic Surgery, Nippon Medical School Musashikosugi Hospital, 1-396, Kosugi-cho Nakahara-ku, Kawasaki, Kanagawa, 211-8533 Japan.
| | - Yuji Maruyama
- Department of Cardiovascular Surgery, Nippon Medical School Musashikosugi Hospital, 1-396, Kosugi-cho Nakahara-ku, Kawasaki, Kanagawa, 211-8533 Japan.
| | - Hajime Imura
- Department of Cardiovascular Surgery, Tokyo Heart Center Osaki Hospital 5-4-12, Kitashinagawa Shinagawa-ku, Tokyo 141-0001 Japan.
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Risk Factors for Delayed Extubation Following High Posterior Cervical and Occipital Fusion. J Neurosurg Anesthesiol 2020; 34:64-68. [PMID: 32675756 DOI: 10.1097/ana.0000000000000719] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2020] [Accepted: 06/18/2020] [Indexed: 11/26/2022]
Abstract
BACKGROUND Much has been written on initial airway management in patients undergoing cervical spine procedures, but comparatively less is known about extubation criteria. High cervical and occipital fusion procedures pose a particular risk for extubation given the potential for a reduced range of motion at the occiput-C1 and C1-C2 joints should reintubation be necessary. MATERIALS AND METHODS We performed a retrospective cohort analysis of posterior high cervical and occipital fusion cases to identify factors related to delayed extubation and postoperative airway and pulmonary complications. Using a convenience sample of all cases operated between January 2009 and April 2018, we reviewed anesthesia records and discharge summaries to compare patient characteristics, airway management, surgical factors, and postoperative complications between patients who underwent delayed extubation and those who did not. RESULTS A total of 135 patients met our inclusion criteria. Overall, 92 (68.1%) patients were extubated in the operating room (OR), and 43 (31.9%) underwent delayed extubation. Multivariate logistic regression analysis identified age, procedure length, C2 as the highest level fused, and percentage colloid administered as predictors of delayed extubation. We did not find a difference in the rate of postoperative pulmonary complications between groups (6/92 [6.5%] for OR extubation; 2/43 [4.7%] for delayed extubation). Two patients had serious airway complications, and both were extubated in the OR (2/92, 2.2%). CONCLUSIONS The decision to extubate immediately postoperatively after high cervical and occipital fusion should be considered carefully as the morbidity associated with airway obstruction can be severe in this population, while negative effects of delayed extubation were not evident in our analysis.
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Hao GW, Ma GG, Liu BF, Yang XM, Zhu DM, Liu L, Zhang Y, Liu H, Zhuang YM, Luo Z, Tu GW. Evaluation of two intensive care models in relation to successful extubation after cardiac surgery. Med Intensiva 2020; 44:27-35. [PMID: 30146128 DOI: 10.1016/j.medin.2018.07.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2018] [Revised: 06/27/2018] [Accepted: 07/02/2018] [Indexed: 02/07/2023]
Abstract
OBJECTIVE To compare outcomes between intensivist-directed and cardiac surgeon-directed care delivery models. DESIGN This retrospective, historical-control study was performed in a cohort of adult cardiac surgical patients at Zhongshan Hospital (Fudan University, China). During the first phase (March to August 2015), cardiac surgeons were in charge of postoperative care while intensivists were in charge during the second phase (September 2015-June 2016). Both phases were compared regarding successful extubation rate, intensive care unit (ICU) length of stay (LOS), and in-hospital mortality. SETTING Tertiary Zhongshan Hospital (Fudan University, China). PATIENTS Consecutive adult patients admitted to the cardiac surgical ICU (CSICU) after heart surgery. INTERVENTIONS Phase I patients treated by cardiac surgeons, and phase II patients treated by intensivists. MAIN VARIABLES OF INTEREST Successful extubation, ICU LOS and in-hospital mortality. RESULTS A total of 1792 (phase I) and 3007 patients (phase II) were enrolled. Most variables did not differ significantly between the two phases. However, patients in phase II had a higher successful extubation rate (99.17% vs. 98.55%; p=0.043) and a shorter median duration of mechanical ventilation (MV) (18 vs. 19h; p<0.001). In relation to patients with MV duration >48h, those in phase II had a comparatively higher successful extubation rate (p=0.033), shorter ICU LOS (p=0.038) and a significant decrease in in-hospital mortality (p=0.039). CONCLUSIONS The intensivist-directed care model showed improved rates of successful extubation and shorter MV durations after cardiac surgery.
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Affiliation(s)
- G-W Hao
- Department of Critical Care Medicine, Zhongshan Hospital, Fudan University, No. 180 Fenglin Road, Xuhui District, Shanghai 200032, PR China
| | - G-G Ma
- Department of Critical Care Medicine, Zhongshan Hospital, Fudan University, No. 180 Fenglin Road, Xuhui District, Shanghai 200032, PR China
| | - B-F Liu
- Department of Critical Care Medicine, The First People's Hospital of Zhangjiagang, Suzhou, China
| | - X-M Yang
- Department of Critical Care Medicine, Zhongshan Hospital, Fudan University, No. 180 Fenglin Road, Xuhui District, Shanghai 200032, PR China
| | - D-M Zhu
- Department of Critical Care Medicine, Zhongshan Hospital, Fudan University, No. 180 Fenglin Road, Xuhui District, Shanghai 200032, PR China
| | - L Liu
- Department of Critical Care Medicine, Zhongshan Hospital, Fudan University, No. 180 Fenglin Road, Xuhui District, Shanghai 200032, PR China
| | - Y Zhang
- Department of Critical Care Medicine, Zhongshan Hospital, Fudan University, No. 180 Fenglin Road, Xuhui District, Shanghai 200032, PR China
| | - H Liu
- Department of Critical Care Medicine, Zhongshan Hospital, Fudan University, No. 180 Fenglin Road, Xuhui District, Shanghai 200032, PR China
| | - Y-M Zhuang
- Department of Critical Care Medicine, Zhongshan Hospital, Fudan University, No. 180 Fenglin Road, Xuhui District, Shanghai 200032, PR China
| | - Z Luo
- Department of Critical Care Medicine, Zhongshan Hospital, Fudan University, No. 180 Fenglin Road, Xuhui District, Shanghai 200032, PR China.
| | - G-W Tu
- Department of Critical Care Medicine, Zhongshan Hospital, Fudan University, No. 180 Fenglin Road, Xuhui District, Shanghai 200032, PR China.
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Ariyaratnam P, Cale A, Loubani M, Cowen ME. Intermittent Cross-Clamp Fibrillation Versus Cardioplegic Arrest During Coronary Surgery in 6,680 Patients: A Contemporary Review of an Historical Technique. J Cardiothorac Vasc Anesth 2019; 33:3331-3339. [DOI: 10.1053/j.jvca.2019.07.126] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/02/2019] [Revised: 07/09/2019] [Accepted: 07/14/2019] [Indexed: 01/22/2023]
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Zochios V, Chandan JS, Schultz MJ, Morris AC, Parhar KK, Giménez-Milà M, Gerrard C, Vuylsteke A, Klein AA. The Effects of Escalation of Respiratory Support and Prolonged Invasive Ventilation on Outcomes of Cardiac Surgical Patients: A Retrospective Cohort Study. J Cardiothorac Vasc Anesth 2019; 34:1226-1234. [PMID: 31806472 PMCID: PMC7144337 DOI: 10.1053/j.jvca.2019.10.052] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2019] [Revised: 10/25/2019] [Accepted: 10/31/2019] [Indexed: 12/29/2022]
Abstract
Objectives The aim of this study was to determine the effects of escalation of respiratory support and prolonged postoperative invasive ventilation on patient-centered outcomes, and identify perioperative factors associated with these 2 respiratory complications. Design A retrospective cohort analysis of cardiac surgical patients admitted to the cardiothoracic intensive care unit (ICU) between August 2015 and January 2018. Escalation of respiratory support was defined as “unplanned continuous positive airway pressure,” “non-invasive ventilation,” or “reintubation” after surgery; prolonged invasive ventilation was defined as “invasive ventilation beyond the first 12 hours following surgery.” The primary endpoint was the composite of escalation of respiratory support and prolonged ventilation. Setting Tertiary cardiothoracic ICU. Participants A total of 2,098 patients were included and analyzed. Interventions None. Measurements and Main Results The composite of escalation of support or prolonged ventilation occurred in 509 patients (24.3%). Patients who met the composite had higher mortality (2.9% v 0.1%; p < 0.001) and longer median [interquartile range] length of ICU (2.1 [1.0-4.9] v 0.9 [0.8-1.0] days; p < 0.0001) and hospital (10.6 [8.0-16.0] v 7.2 [6.2-10.0] days; p < 0.0001) stay. Hypoxemia and anemia on admission to ICU were the only 2 factors independently associated with the need for escalation of respiratory support or prolonged invasive ventilation. Conclusions Escalation of respiratory support or prolonged invasive ventilation is frequently seen in cardiac surgery patients and is highly associated with increased mortality and morbidity. Hypoxemia and anemia on admission to the ICU are potentially modifiable factors associated with escalation of respiratory support or prolonged invasive ventilation.
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Affiliation(s)
- Vasileios Zochios
- University Hospitals Birmingham National Health Service Foundation Trust, Department of Anesthesia and Intensive Care Medicine, Queen Elizabeth Hospital Birmingham, Edgbaston, Birmingham, UK; Birmingham Acute Care Research Group, Institute of Inflammation and Ageing, Centre of Translational Inflammation Research, University of Birmingham, Birmingham, UK; University Hospitals of Leicester National Health Service Trust, Department of Anesthesia and Intensive Care Medicine, Glenfield Hospital, Leicester, UK.
| | - Joht Singh Chandan
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - Marcus J Schultz
- Academic Medical Centre (AMC), Amsterdam, The Netherlands; Mahidol Oxford Tropical Medicine Research Unit (MORU), Bangkok, Thailand
| | - Andrew Conway Morris
- Division of Anesthesia, Department of Medicine, University of Cambridge, Addenbrooke's Hospital, Cambridge, UK; John Farman Intensive Care Unit, Cambridge University Hospitals National Health Service Foundation Trust, Addenbrooke's Hospital, Cambridge, UK
| | - Ken Kuljit Parhar
- Department of Critical Care Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Marc Giménez-Milà
- Department of Anesthesia and Intensive Care Medicine, Royal Papworth Hospital National Health Service Foundation Trust, Cambridge, UK; Department of Anesthesia and Intensive Care Medicine, Hospital Universitari de Bellvitge, Barcelona, Spain
| | - Caroline Gerrard
- Department of Anesthesia and Intensive Care Medicine, Royal Papworth Hospital National Health Service Foundation Trust, Cambridge, UK
| | - Alain Vuylsteke
- Department of Anesthesia and Intensive Care Medicine, Royal Papworth Hospital National Health Service Foundation Trust, Cambridge, UK
| | - Andrew A Klein
- Department of Anesthesia and Intensive Care Medicine, Royal Papworth Hospital National Health Service Foundation Trust, Cambridge, UK
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Hessels L, Coulson TG, Seevanayagam S, Young P, Pilcher D, Marhoon N, Bellomo R. Development and Validation of a Score to Identify Cardiac Surgery Patients at High Risk of Prolonged Mechanical Ventilation. J Cardiothorac Vasc Anesth 2019; 33:2709-2716. [DOI: 10.1053/j.jvca.2019.03.009] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/22/2019] [Revised: 02/28/2019] [Accepted: 03/01/2019] [Indexed: 11/11/2022]
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Suarez‐Pierre A, Fraser CD, Zhou X, Crawford TC, Lui C, Metkus TS, Whitman GJ, Higgins RSD, Lawton JS. Predictors of operative mortality among cardiac surgery patients with prolonged ventilation. J Card Surg 2019; 34:759-766. [DOI: 10.1111/jocs.14118] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Affiliation(s)
- Alejandro Suarez‐Pierre
- Division of Cardiac Surgery, Department of SurgeryJohns Hopkins University School of MedicineBaltimore Maryland
| | - Charles D Fraser
- Division of Cardiac Surgery, Department of SurgeryJohns Hopkins University School of MedicineBaltimore Maryland
| | - Xun Zhou
- Division of Cardiac Surgery, Department of SurgeryJohns Hopkins University School of MedicineBaltimore Maryland
| | - Todd C Crawford
- Division of Cardiac Surgery, Department of SurgeryJohns Hopkins University School of MedicineBaltimore Maryland
| | - Cecillia Lui
- Division of Cardiac Surgery, Department of SurgeryJohns Hopkins University School of MedicineBaltimore Maryland
| | - Thomas S Metkus
- Division of Cardiac Surgery, Department of SurgeryJohns Hopkins University School of MedicineBaltimore Maryland
- Division of Cardiology, Department of MedicineJohns Hopkins University School of MedicineBaltimore Maryland
| | - Glenn J Whitman
- Division of Cardiac Surgery, Department of SurgeryJohns Hopkins University School of MedicineBaltimore Maryland
| | - Robert SD Higgins
- Division of Cardiac Surgery, Department of SurgeryJohns Hopkins University School of MedicineBaltimore Maryland
| | - Jennifer S Lawton
- Division of Cardiac Surgery, Department of SurgeryJohns Hopkins University School of MedicineBaltimore Maryland
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Gerlach RM, Shahul S, Wroblewski KE, Cotter EK, Perkins BW, Harrison JH, Ota T, Jeevanandam V, Chaney MA. Intraoperative Use of Nondepolarizing Neuromuscular Blocking Agents During Cardiac Surgery and Postoperative Pulmonary Complications: A Prospective Randomized Trial. J Cardiothorac Vasc Anesth 2019; 33:1673-1681. [DOI: 10.1053/j.jvca.2018.11.043] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2018] [Indexed: 01/13/2023]
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Kotfis K, Szylińska A, Listewnik M, Lechowicz K, Kosiorowska M, Drożdżal S, Brykczyński M, Rotter I, Żukowski M. Balancing intubation time with postoperative risk in cardiac surgery patients - a retrospective cohort analysis. Ther Clin Risk Manag 2018; 14:2203-2212. [PMID: 30464493 PMCID: PMC6225847 DOI: 10.2147/tcrm.s182333] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Introduction Intubation time in patients undergoing cardiac surgery may be associated with increased mortality and morbidity. Premature extubation can have serious adverse physiological consequences. The aim of this study was to determine the influence of intubation time on morbidity and mortality in patients undergoing cardiac surgery. Methods We performed a retrospective analysis of data on 1,904 patients undergoing isolated coronary artery bypass grafting (CABG) and stratified them by duration of intubation time after surgery - 0-6, 6-9, 9-12, 12-24 and over 24 hours. Postoperative complications risk analysis was performed using multivariate logistic regression analysis for patients extubated ≤12 and >12 hours. Results Intubation percentages in each time cohort were as follows: 0-6 hours - 7.8%, 6-9 hours - 17.3%, 9-12 hours - 26.8%, 12-24 hours - 44.4% and >24 hours - 3.7%. Patients extubated ≤12 hours after CABG were younger, mostly males, more often smokers, with lower preoperative risk. They had lower 30-day mortality (2.02% vs 4.59%, P=0.002), shorter hospital stay (7.68±4.49 vs 9.65±12.63 days, P<0.001) and shorter intensive care unit stay (2.39 vs 3.30 days, P<0.001). Multivariate analysis showed that intubation exceeding 12 hours after CABG increases the risk of postoperative delirium (OR 1.548, 95% CI 1.161-2.064, P=0.003) and risk of postoperative hemofiltration (OR 1.302, 95% CI 1.023-1.657, P=0.032). Conclusion Results indicate that risk of postoperative complications does not increase until intubation time exceeds 12 hours. Shorter intubation time is seen in younger, men and smokers. Intubation time >12 hours is a risk factor for postoperative delirium and hemofiltration after cardiac surgery.
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Affiliation(s)
- Katarzyna Kotfis
- Department of Anesthesiology, Intensive Therapy and Acute Intoxications, Pomeranian Medical University, Szczecin, Poland
| | - Aleksandra Szylińska
- Department of Medical Rehabilitation and Clinical Physiotherapy, Pomeranian Medical University, Szczecin, Poland,
| | - Mariusz Listewnik
- Department of Cardiac Surgery, Pomeranian Medical University, Szczecin, Poland
| | - Kacper Lechowicz
- Department of Anesthesiology, Intensive Therapy and Acute Intoxications, Pomeranian Medical University, Szczecin, Poland
| | - Monika Kosiorowska
- Department of Cardiac Surgery, Pomeranian Medical University, Szczecin, Poland
| | - Sylwester Drożdżal
- Department of Anesthesiology, Intensive Therapy and Acute Intoxications, Pomeranian Medical University, Szczecin, Poland
| | | | - Iwona Rotter
- Department of Medical Rehabilitation and Clinical Physiotherapy, Pomeranian Medical University, Szczecin, Poland,
| | - Maciej Żukowski
- Department of Anesthesiology, Intensive Therapy and Acute Intoxications, Pomeranian Medical University, Szczecin, Poland
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Govender M, Bihari S, Bersten AD, De Pasquale CG, Lawrence MD, Baker RA, Bennetts J, Dixon DL. Surfactant and lung function following cardiac surgery. Heart Lung 2018; 48:55-60. [PMID: 30220431 DOI: 10.1016/j.hrtlng.2018.08.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2018] [Revised: 08/10/2018] [Accepted: 08/19/2018] [Indexed: 10/28/2022]
Affiliation(s)
- Mogeshni Govender
- Department of Critical Care Medicine, Flinders University, Adelaide, Australia.
| | - Shailesh Bihari
- Department of Critical Care Medicine, Flinders University, Adelaide, Australia; Intensive and Critical Care Unit, Flinders Medical Centre, Adelaide, Australia
| | - Andrew D Bersten
- Department of Critical Care Medicine, Flinders University, Adelaide, Australia; Intensive and Critical Care Unit, Flinders Medical Centre, Adelaide, Australia
| | - Carmine G De Pasquale
- Cardiac and Thoracic Surgery, Flinders Medical Centre, Adelaide, Australia; Department of Medicine, Flinders University, Adelaide, Australia
| | - Mark D Lawrence
- Intensive and Critical Care Unit, Flinders Medical Centre, Adelaide, Australia
| | - Robert A Baker
- Cardiac and Thoracic Surgery, Flinders Medical Centre, Adelaide, Australia; Department of Medicine, Flinders University, Adelaide, Australia
| | - Jayme Bennetts
- Cardiac and Thoracic Surgery, Flinders Medical Centre, Adelaide, Australia; Department of Surgery, Flinders University, Adelaide, Australia
| | - Dani-Louise Dixon
- Department of Critical Care Medicine, Flinders University, Adelaide, Australia; Intensive and Critical Care Unit, Flinders Medical Centre, Adelaide, Australia
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Loss SH, Nunes DSL, Franzosi OS, Salazar GS, Teixeira C, Vieira SRR. Chronic critical illness: are we saving patients or creating victims? Rev Bras Ter Intensiva 2018; 29:87-95. [PMID: 28444077 PMCID: PMC5385990 DOI: 10.5935/0103-507x.20170013] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2016] [Accepted: 09/05/2016] [Indexed: 12/15/2022] Open
Abstract
The technological advancements that allow support for organ dysfunction have led
to an increase in survival rates for the most critically ill patients. Some of
these patients survive the initial acute critical condition but continue to
suffer from organ dysfunction and remain in an inflammatory state for long
periods of time. This group of critically ill patients has been described since
the 1980s and has had different diagnostic criteria over the years. These
patients are known to have lengthy hospital stays, undergo significant
alterations in muscle and bone metabolism, show immunodeficiency, consume
substantial health resources, have reduced functional and cognitive capacity
after discharge, create a sizable workload for caregivers, and present high
long-term mortality rates. The aim of this review is to report on the most
current evidence in terms of the definition, pathophysiology, clinical
manifestations, treatment, and prognosis of persistent critical illness.
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Affiliation(s)
- Sergio Henrique Loss
- Programa de Pós-graduação em Ciências Médicas, Faculdade de Medicina, Universidade Federal do Rio Grande do Sul - Porto Alegre (RS), Brasil.,Unidade de Terapia Intensiva, Hospital de Clínicas de Porto Alegre - Porto Alegre (RS), Brasil
| | - Diego Silva Leite Nunes
- Programa de Pós-graduação em Ciências Médicas, Faculdade de Medicina, Universidade Federal do Rio Grande do Sul - Porto Alegre (RS), Brasil
| | - Oellen Stuani Franzosi
- Programa de Pós-graduação em Ciências Médicas, Faculdade de Medicina, Universidade Federal do Rio Grande do Sul - Porto Alegre (RS), Brasil.,Departamento de Nutrição, Hospital de Clínicas de Porto Alegre - Porto Alegre (RS), Brasil
| | | | - Cassiano Teixeira
- Faculdade de Medicina, Universidade Federal de Ciências da Saúde de Porto Alegre - Porto Alegre (RS), Brasil
| | - Silvia Regina Rios Vieira
- Programa de Pós-graduação em Ciências Médicas, Faculdade de Medicina, Universidade Federal do Rio Grande do Sul - Porto Alegre (RS), Brasil.,Unidade de Terapia Intensiva, Hospital de Clínicas de Porto Alegre - Porto Alegre (RS), Brasil.,Departamento de Clínica Médica, Universidade Federal do Rio Grande do Sul - Porto Alegre (RS), Brasil
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Ray JJ, Degnan M, Rao KA, Meizoso JP, Karcutskie CA, Horn DB, Rodriguez L, Dutton RP, Schulman CI, Dudaryk R. Incidence and Operative Factors Associated With Discretional Postoperative Mechanical Ventilation After General Surgery. Anesth Analg 2018; 126:489-494. [DOI: 10.1213/ane.0000000000002533] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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38
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Vasoactive-inotropic score as a predictor of morbidity and mortality in adults after cardiac surgery with cardiopulmonary bypass. J Anesth 2018; 32:167-173. [DOI: 10.1007/s00540-018-2447-2] [Citation(s) in RCA: 80] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2016] [Accepted: 01/02/2018] [Indexed: 01/01/2023]
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The use of Rapid Shallow Breathing Index shortens time to extubation in patients undergoing coronary artery bypass grafting. TURK GOGUS KALP DAMAR CERRAHISI DERGISI-TURKISH JOURNAL OF THORACIC AND CARDIOVASCULAR SURGERY 2018; 26:45-51. [PMID: 32082710 DOI: 10.5606/tgkdc.dergisi.2018.15136] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/30/2017] [Accepted: 09/12/2017] [Indexed: 11/21/2022]
Abstract
Background This study aims to investigate the effects of the use of the Rapid Shallow Breathing Index on extubation success and time to extubation in patients undergoing elective isolated coronary artery bypass grafting. Methods This prospective, randomized-controlled study included a total of 72 patients (55 males, 19 females; mean age 60.3±9.3 years; range 45 to 76 years) who underwent isolated coronary artery bypass grafting between February 2016 and November 2016. The patients were divided into two groups as the RSBI group (n=36) and the control group (n=36). The control group was extubated by conventional criteria that were routinely applied in our clinic, while the RSBI group was extubated, when the index scores became below 77 breaths per min/L, following ensuring hemodynamic stability and weaning procedure from mechanical ventilation. Results The mean time to wean from mechanical ventilation was 5.8±1.0 hours in the RSBI group and 8.1±2.0 hours in the control group (p=0.03). Extubation protocol performed through the use of the index was found to provide 26% earlier extubation compared to the conventional extubation criteria. There was no significant difference in the postoperative follow-up parameters or clinical conditions. Conclusion Our study results show that a practical tool such as the Rapid Shallow Breathing Index can be reliably used for making a decision in favor of extubation in patients undergoing coronary artery bypass grafting. A shortened time to extubation by the use of this index may provide substantial benefits in terms of prevention of infections, mechanical ventilation-induced lung injuries, and potential pulmonary complications.
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40
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Jin M, Ma WG, Liu S, Zhu J, Sun L, Lu J, Cheng W. Predictors of Prolonged Mechanical Ventilation in Adults After Acute Type-A Aortic Dissection Repair. J Cardiothorac Vasc Anesth 2017; 31:1580-1587. [DOI: 10.1053/j.jvca.2017.03.036] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2017] [Indexed: 01/23/2023]
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41
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Heijmans JH, Lancé MD. Fast track minimally invasive aortic valve surgery: patient selection and optimizing. Eur Heart J Suppl 2017. [DOI: 10.1093/eurheartj/suw056] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
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42
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A derived and validated score to predict prolonged mechanical ventilation in patients undergoing cardiac surgery. J Thorac Cardiovasc Surg 2017; 153:108-115. [DOI: 10.1016/j.jtcvs.2016.08.020] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2016] [Revised: 05/07/2016] [Accepted: 08/19/2016] [Indexed: 11/20/2022]
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Rodriguez-Blanco YF, Gologorsky A, Salerno TA, Lo K, Gologorsky E. Pulmonary Perfusion and Ventilation during Cardiopulmonary Bypass Are Not Associated with Improved Postoperative Outcomes after Cardiac Surgery. Front Cardiovasc Med 2016; 3:47. [PMID: 27965964 PMCID: PMC5124755 DOI: 10.3389/fcvm.2016.00047] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2016] [Accepted: 11/17/2016] [Indexed: 12/28/2022] Open
Abstract
OBJECTIVES Clinical trials of either pulmonary perfusion or ventilation during cardiopulmonary bypass (CBP) are equivocal. We hypothesized that to achieve significant improvement in outcomes both interventions had to be concurrent. DESIGN Retrospective case-control study. SETTINGS Major academic tertiary referral medical center. PARTICIPANTS Two hundred seventy-four consecutive patients who underwent open heart surgery with CBP 2009-2013. INTERVENTIONS The outcomes of 86 patients who received pulmonary perfusion and ventilation during CBP were retrospectively compared to the control group of 188 patients. MEASUREMENTS AND MAIN RESULTS Respiratory complications rates were similar in both groups (33.7 vs. 33.5%), as were the rates of postoperative pneumonia (4.7 vs. 4.3%), pleural effusions (13.9 vs. 12.2%), and re-intubations (9.3 vs. 9.1%). Rates of adverse postoperative cardiac events including ventricular tachycardia (9.3 vs. 8.5%) and atrial fibrillation (33.7 vs. 28.2%) were equivalent in both groups. Incidence of sepsis (8.1 vs. 5.3%), postoperative stroke (2.3 vs. 2.1%), acute kidney injury (2.3 vs. 3.7%), and renal failure (5.8 vs. 3.7%) was likewise comparable. Despite similar transfusion requirements, coagulopathy (12.8 vs. 5.3%, p = 0.031) and the need for mediastinal re-exploration (17.4 vs. 9.6%, p = 0.0633) were observed more frequently in the pulmonary perfusion and ventilation group, but the difference did not reach the statistical significance. Intensive care unit (ICU) and hospital stays, and the ICU readmission rates (7.0 vs. 8.0%) were similar in both groups. CONCLUSION Simultaneous pulmonary perfusion and ventilation during CBP were not associated with improved clinical outcomes.
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Affiliation(s)
| | | | - Tomas Antonio Salerno
- Cardiovascular Surgery, University of Miami Miller School of Medicine , Miami, FL , USA
| | - Kaming Lo
- Division of Biostatistics, Department of Public Health Sciences, University of Miami , Miami, FL , USA
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Otero TMN, Yeh DD, Bajwa EK, Azocar RJ, Tsai AL, Belcher DM, Quraishi SA. Elevated Red Cell Distribution Width Is Associated With Decreased Ventilator-Free Days in Critically Ill Patients. J Intensive Care Med 2016; 33:241-247. [PMID: 27251107 DOI: 10.1177/0885066616652612] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
INTRODUCTION Elevated red cell distribution width (RDW) is associated with mortality in a variety of respiratory conditions. Recent data also suggest that RDW is associated with mortality in intensive care unit (ICU) patients. Although respiratory failure is common in the ICU, the relationship between RDW and pulmonary outcomes in the ICU has not been previously explored. Therefore, our goal was to investigate the association of admission RDW with 30-day ventilator-free days (VFDs) in ICU patients. METHODS We performed a retrospective analysis from an ongoing prospective, observational study. Patients were recruited from medical and surgical ICUs of a large teaching hospital in Boston, Massachusetts. The RDW was assessed within 1 hour of ICU admission. Poisson regression analysis was used to investigate the association of RDW (normal: 11.5%-14.5% vs elevated: >14.5%) with 30-day VFD, while controlling for age, sex, race, body mass index, Nutrition Risk in the Critically Ill score, the presence of chronic lung disease, Pao2/Fio2 ratio, and admission levels of hemoglobin, mean corpuscular volume, phosphate, albumin, C-reactive protein, and creatinine. RESULTS A total of 637 patients comprised the analytic cohort. Mean RDW was 15 (standard deviation 4%), with 53% of patients in the normal range and 47% with elevated levels. Median VFD was 16 (interquartile range: 6-25) days. Poisson regression analysis demonstrated that ICU patients with elevated admission RDW were likely to have 32% lower 30-day VFDs compared to their counterparts with RDW in the normal range (incidence rate ratio: 0.68; 95% confidence interval: 0.55-0.83: P < .001). CONCLUSIONS We observed an inverse association of RDW and 30-day VFD, despite controlling for demographics, nutritional factors, and severity of illness. This supports the need for future studies to validate our findings, understand the physiologic processes that lead to elevated RDW in patients with respiratory failure, and determine whether changes in RDW may be used to support clinical decision-making.
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Affiliation(s)
- Tiffany M N Otero
- 1 Tufts University School of Medicine, Boston, MA, USA.,2 Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - D Dante Yeh
- 3 Department of Surgery, Massachusetts General Hospital, Boston, MA, USA.,4 Harvard Medical School, Boston, MA, USA
| | - Ednan K Bajwa
- 4 Harvard Medical School, Boston, MA, USA.,5 Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Ruben J Azocar
- 6 Department of Anesthesiology, Tufts Medical Center, Boston, MA, USA
| | - Andrea L Tsai
- 6 Department of Anesthesiology, Tufts Medical Center, Boston, MA, USA
| | - Donna M Belcher
- 7 Department of Nutrition and Food Services, Massachusetts General Hospital, Boston, MA
| | - Sadeq A Quraishi
- 2 Department of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Boston, MA, USA.,4 Harvard Medical School, Boston, MA, USA
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Rodriguez-Blanco YF, Carvalho EMF, Gologorsky A, Lo K, Salerno TA, Gologorsky E. Factors Associated with Safe Extubation in the Operating Room After On-Pump Cardiac Valve Surgery. J Card Surg 2016; 31:274-81. [DOI: 10.1111/jocs.12736] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- Yiliam F. Rodriguez-Blanco
- Department of Anesthesiology; University of Miami Miller School of Medicine/Jackson Memorial Hospital; Miami Florida
| | - Enisa M. F. Carvalho
- Department of Anesthesiology; University of Miami Miller School of Medicine/Jackson Memorial Hospital; Miami Florida
| | | | - Kaming Lo
- Department of Biostatistics; University of Miami Miller School of Medicine/Jackson Memorial Hospital; Miami Florida
| | - Tomas A. Salerno
- Department of Surgery; University of Miami Miller School of Medicine/Jackson Memorial Hospital; Miami Florida
| | - Edward Gologorsky
- Department of Anesthesiology; Allegheny General Hospital; Pittsburgh Pennsylvania
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46
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Anastasian ZH, Kim M, Heyer EJ, Wang S, Berman MF. Attending Handoff Is Correlated with the Decision to Delay Extubation After Surgery. Anesth Analg 2016; 122:758-764. [DOI: 10.1213/ane.0000000000001069] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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47
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Zanini M, Nery RM, Buhler RP, de Lima JB, Stein R. Preoperative maximal expiratory pressure is associated with duration of invasive mechanical ventilation after cardiac surgery: An observational study. Heart Lung 2016; 45:244-8. [PMID: 26907196 DOI: 10.1016/j.hrtlng.2016.01.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2015] [Revised: 01/12/2016] [Accepted: 01/13/2016] [Indexed: 12/13/2022]
Abstract
OBJECTIVE To evaluate the association of maximal expiratory pressure (MEP), maximal inspiratory pressure (MIP), and peak expiratory flow (PEF) with total duration of invasive mechanical ventilation (IMV) in subjects undergoing cardiac surgery. BACKGROUND Prolonged IMV is associated with respiratory infections, prolonged hospitalization, and increased mortality. Pulmonary function tests can help predict postoperative outcomes after cardiac surgery. METHODS We recruited subjects admitted for cardiac surgery. All MIP, MEP, and PEF measurements were performed before surgery. Multivariable analysis was performed using a multiple linear regression model to control for possible confounders and test for association of MIP, MEP, and PEF with IMV duration. RESULTS Overall, 125 subjects were included in the study. Higher MEP was associated with reduced duration of IMV after adjustment for confounders (P = 0.015), but no such association was observed between MIP or PEF and IMV. CONCLUSIONS In subjects undergoing elective cardiac surgery, preoperative MEP is associated with IMV duration.
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Affiliation(s)
- Maurice Zanini
- Federal University of Rio Grande do Sul, Hospital de Clínicas de Porto Alegre, Brazil.
| | - Rosane Maria Nery
- Physical Medicine and Rehabilitation Division, Hospital de Clínicas de Porto Alegre, Brazil
| | | | - Juliana Beust de Lima
- Federal University of Rio Grande do Sul, Hospital de Clínicas de Porto Alegre, Brazil
| | - Ricardo Stein
- Department of Medicine, Federal University of Rio Grande do Sul, Brazil
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Mudumbai SC, Barr J, Scott J, Mariano ER, Bertaccini E, Nguyen H, Memtsoudis SG, Cason B, Phibbs CS, Wagner T. Invasive Mechanical Ventilation in California Over 2000-2009: Implications for Emergency Medicine. West J Emerg Med 2015; 16:696-706. [PMID: 26587094 PMCID: PMC4644038 DOI: 10.5811/westjem.2015.6.25736] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2015] [Revised: 04/17/2015] [Accepted: 06/05/2015] [Indexed: 11/11/2022] Open
Abstract
INTRODUCTION Patients who require invasive mechanical ventilation (IMV) often represent a sequence of care between the emergency department (ED) and intensive care unit (ICU). Despite being the most populous state, little information exists to define patterns of IMV use within the state of California. METHODS We examined data from the masked Patient Discharge Database of California's Office of Statewide Health Planning and Development from 2000-2009. Adult patients who received IMV during their stay were identified using the International Classification of Diseases 9th Revision and Clinical Modification procedure codes (96.70, 96.71, 96.72). Patients were divided into age strata (18-34 yr, 35-64 yr, and >65 yr). Using descriptive statistics and regression analyses, for IMV discharges during the study period, we quantified the number of ED vs. non-ED based admissions; changes in patient characteristics and clinical outcome; evaluated the marginal costs for IMV; determined predictors for prolonged acute mechanical ventilation (PAMV, i.e. IMV>96 hr); and projected the number of IMV discharges and ED-based admissions by year 2020. RESULTS There were 696,634 IMV discharges available for analysis. From 2000-2009, IMV discharges increased by 2.8%/year: n=60,933 (293/100,000 persons) in 2000 to n=79,868 (328/100,000 persons) in 2009. While ED-based admissions grew by 3.8%/year, non-ED-based admissions remained stable (0%). During 2000-2009, fastest growth was noted for 1) the 35-64 year age strata; 2) Hispanics; 3) patients with non-Medicare public insurance; and 4) patients requiring PAMV. Average total patient cost-adjusted charges per hospital discharge increased by 29% from 2000 (from $42,528 to $60,215 in 2014 dollars) along with increases in the number of patients discharged to home and skilled nursing facilities. Higher marginal costs were noted for younger patients (ages 18-34 yr), non-whites, and publicly insured patients. Some of the strongest predictors for PAMV were age 35-64 years (OR=1.12; 95% CI [1.09-1.14], p<0.05); non-Whites; and non-Medicare public insurance. Our models suggest that by 2020, IMV discharges will grow to n=153,153 (377 IMV discharges/100,000 persons) with 99,095 admitted through the ED. CONCLUSION Based on sustained growth over the past decade, by the year 2020, we project a further increase to 153,153 IMV discharges with 99,095 admitted through the ED. Given limited ICU bed capacities, ongoing increases in the number and type of IMV patients have the potential to adversely affect California EDs that often admit patients to ICUs.
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Affiliation(s)
- Seshadri C Mudumbai
- Anesthesiology and Perioperative Care Service, Veterans Affairs Palo Alto Health Care System ; Stanford University School of Medicine, Department of Anesthesiology, Perioperative and Pain Medicine, Stanford, California
| | - Juli Barr
- Anesthesiology and Perioperative Care Service, Veterans Affairs Palo Alto Health Care System ; Stanford University School of Medicine, Department of Anesthesiology, Perioperative and Pain Medicine, Stanford, California
| | - Jennifer Scott
- Center for Innovation to Implementation, Veterans Affairs Palo Alto Health Care System
| | - Edward R Mariano
- Anesthesiology and Perioperative Care Service, Veterans Affairs Palo Alto Health Care System ; Stanford University School of Medicine, Department of Anesthesiology, Perioperative and Pain Medicine, Stanford, California
| | - Edward Bertaccini
- Anesthesiology and Perioperative Care Service, Veterans Affairs Palo Alto Health Care System ; Stanford University School of Medicine, Department of Anesthesiology, Perioperative and Pain Medicine, Stanford, California
| | - Hieu Nguyen
- George Washington School of Medicine, Washington, DC
| | | | - Brian Cason
- Anesthesia Service, Veterans Affairs San Francisco Health Care System ; University of California, San Francisco, Department of Anesthesiology and Perioperative Care, California
| | - Ciaran S Phibbs
- Center for Innovation to Implementation, Veterans Affairs Palo Alto Health Care System ; Stanford University School of Medicine, Department of Pediatrics
| | - Todd Wagner
- Center for Innovation to Implementation, Veterans Affairs Palo Alto Health Care System
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Takaki S, Kadiman SB, Tahir SS, Ariff MH, Kurahashi K, Goto T. Modified rapid shallow breathing index adjusted with anthropometric parameters increases predictive power for extubation failure compared with the unmodified index in postcardiac surgery patients. J Cardiothorac Vasc Anesth 2015; 29:64-8. [PMID: 25620140 DOI: 10.1053/j.jvca.2014.06.022] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2014] [Indexed: 11/11/2022]
Abstract
OBJECTIVE The aim of this study was to determine the best predictors of successful extubation after cardiac surgery, by modifying the rapid shallow breathing index (RSBI) based on patients' anthropometric parameters. DESIGN Single-center prospective observational study. SETTING Two general intensive care units at a single research institute. PARTICIPANTS Patients who had undergone uncomplicated cardiac surgery. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS The following parameters were investigated in conjunction with modification of the RSBI: Actual body weight (ABW), predicted body weight, ideal body weight, body mass index (BMI), and body surface area. Using the first set of patient data, RSBI threshold and modified RSBI for extubation failure were determined (threshold value; RSBI: 77 breaths/min (bpm)/L, RSBI adjusted with ABW: 5.0 bpm×kg/mL, RSBI adjusted with BMI: 2.0 bpm×BMI/mL). These threshold values for RSBI and RSBI adjusted with ABW or BMI were validated using the second set of patient data. Sensitivity values for RSBI, RSBI modified with ABW, and RSBI modified with BMI were 91%, 100%, and 100%, respectively. The corresponding specificity values were 89%, 92%, and 93%, and the corresponding receiver operator characteristic values were 0.951, 0.977, and 0.980, respectively. CONCLUSIONS Modified RSBI adjusted based on ABW or BMI has greater predictive power than conventional RSBI.
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Affiliation(s)
- Shunsuke Takaki
- Department of Anesthesiology, Yokohama City University Hospital, Japan.
| | - Suhaini Bin Kadiman
- Department of Anesthesiology, National Heart Center in Malaysia (Institute Jantung Negara), Malaysia
| | - Sharifah Suraya Tahir
- Department of Anesthesiology, National Heart Center in Malaysia (Institute Jantung Negara), Malaysia
| | - M Hassan Ariff
- Department of Anesthesiology, National Heart Center in Malaysia (Institute Jantung Negara), Malaysia
| | | | - Takahisa Goto
- Department of Anesthesiology, Yokohama City University Hospital, Japan
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Mendes RG, de Souza CR, Machado MN, Correa PR, Di Thommazo-Luporini L, Arena R, Myers J, Pizzolato EB, Borghi-Silva A. Predicting reintubation, prolonged mechanical ventilation and death in post-coronary artery bypass graft surgery: a comparison between artificial neural networks and logistic regression models. Arch Med Sci 2015; 11:756-63. [PMID: 26322087 PMCID: PMC4548023 DOI: 10.5114/aoms.2015.48145] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2013] [Revised: 08/29/2013] [Accepted: 10/07/2013] [Indexed: 11/17/2022] Open
Abstract
INTRODUCTION In coronary artery bypass (CABG) surgery, the common complications are the need for reintubation, prolonged mechanical ventilation (PMV) and death. Thus, a reliable model for the prognostic evaluation of those particular outcomes is a worthwhile pursuit. The existence of such a system would lead to better resource planning, cost reductions and an increased ability to guide preventive strategies. The aim of this study was to compare different methods - logistic regression (LR) and artificial neural networks (ANNs) - in accomplishing this goal. MATERIAL AND METHODS Subjects undergoing CABG (n = 1315) were divided into training (n = 1053) and validation (n = 262) groups. The set of independent variables consisted of age, gender, weight, height, body mass index, diabetes, creatinine level, cardiopulmonary bypass, presence of preserved ventricular function, moderate and severe ventricular dysfunction and total number of grafts. The PMV was also an input for the prediction of death. The ability of ANN to discriminate outcomes was assessed using receiver-operating characteristic (ROC) analysis and the results were compared using a multivariate LR. RESULTS The ROC curve areas for LR and ANN models, respectively, were: for reintubation 0.62 (CI: 0.50-0.75) and 0.65 (CI: 0.53-0.77); for PMV 0.67 (CI: 0.57-0.78) and 0.72 (CI: 0.64-0.81); and for death 0.86 (CI: 0.79-0.93) and 0.85 (CI: 0.80-0.91). No differences were observed between models. CONCLUSIONS The ANN has similar discriminating power in predicting reintubation, PMV and death outcomes. Thus, both models may be applicable as a predictor for these outcomes in subjects undergoing CABG.
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Affiliation(s)
- Renata G Mendes
- Department of Physical Therapy, Federal University of Sao Carlos, Sao Carlos, SP, Brazil
| | - César R de Souza
- Computer Department, Federal University of Sao Carlos, Sao Carlos, SP, Brazil
| | - Maurício N Machado
- Hospital de Base of São José do Rio Preto, Faculty of Medicine, São José do Rio Preto, SP, Brazil
| | - Paulo R Correa
- Hospital de Base of São José do Rio Preto, Faculty of Medicine, São José do Rio Preto, SP, Brazil
| | | | - Ross Arena
- Department of Physical Therapy, College of Applied Health Sciences, University of Illinois, Chicago, USA
| | - Jonathan Myers
- Cardiology Division, Department of Veterans Affairs (VA) Palo Alto Health Care System, Palo Alto, CA, USA
| | - Ednaldo B Pizzolato
- Computer Department, Federal University of Sao Carlos, Sao Carlos, SP, Brazil
| | - Audrey Borghi-Silva
- Department of Physical Therapy, Federal University of Sao Carlos, Sao Carlos, SP, Brazil
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